Inan Research Lab

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PUBLICATIONS

Nil_BrainStim
Jon_trial
Omer_CircHF
Omer_NPJDigMed
Asim_JMIR
Caitlin_IEEESensors

2025

  1. Q. Goossens, M. Locsin, L. A. Ponder, M. Chan, G. C. Ozmen, S. Prahalad, and O. T. Inan, “Active Vibrational Achilles Tendon Sensing for Identifying and Characterizing Inflammatory Symptomatology in Enthesitis Related Arthritis,” IEEE Transactions on Biomedical Engineering, v. 72, no. 2, pp. 645–654, 2025.
  2. H. T. Crane, J. A. Berkebile, S. Mabrouk, N. Riccardelli, and O. T. Inan, “Digital twin driven electrode optimization for wearable bladder monitoring via bioimpedance,” npj Digital Medicine, vol. 8, no. 1. Springer Science and Business Media LLC, Jan. 30, 2025. doi: 10.1038/s41746-025-01441-4.
  3. Y. Zhou et al., “Non-Pharmacological Mitigation of Acute Mental Stress-Induced Sympathetic Arousal: Comparison Between Median Nerve Stimulation and Auricular Vagus Nerve Stimulation,” Sensors, vol. 25, no. 5. MDPI AG, p. 1371, Feb. 23, 2025.
  4. C. O. Yaldiz et al., “Real-Time Autoregressive Forecast of Cardiac Features for Psychophysiological Applications,” IEEE Journal of Biomedical and Health Informatics. Institute of Electrical and Electronics Engineers (IEEE), pp. 1–12, 2025.

2024

  1. D. Lin, A. Satish, K. Richardson, S. An, C. Yaldiz, M. Buller, K. Driver, E. Atkinson, T. Mesite, C. King, O. T. Inan, and A. Medda, “Predicting Soldier Performance on Structured Military Training Marches with Wearable Accelerometer and Physiological Data,” IEEE Sensors Journal, v. 24, no. 1, pp. 403-413, 2024.
  2. A. Mousavi, O. T. Inan, R. Mukkamala, and J.-O. Hahn, “A Physical Model-Based Approach to One-Point Calibration of Pulse Transit Time to Blood Pressure,” IEEE Transactions on Biomedical Engineering (TBME), v. 71, no. 2, pp. 477-483, 2024.
  3. S. Sheikh, A. Shah, J. D. Bremner, V. Vaccarino, O. T. Inan, G. D. Clifford, and A. Rad, “Impedance Cardiogram Based Exploration of Cardiac Mechanisms in Post-Traumatic Stress Disorder during Trauma Recall,” Psychophysiology, v. 61, e14488, 2024.
  4. T. P. Lambert, M. Chan, J. A. Sanchez-Perez, M. Nikbakht, D. J. Lin, A. Nawar, S. K. Bashar, J. P. Kimball, J. S. Zia, A. H. Gazi, G. I. Cestero, D. Corporan, M. Padala, J.-O. Hahn, and O. T. Inan, “A Comparison of Normalization Techniques for Individual Baseline-Free Estimation of Absolute Hypovolemic Status using a Porcine Model,” MDPI Biosensors, 2024.
  5. M. M. Soliman, C. Marshall, J. P. Kimball, T. Choudhary, G. Clermont, M. R. Pinsky, T. G. Buchman, C. M. Coopersmith, O. T. Inan, and R. Kamaleswaran, “Parsimonious Waveform-Derived Features Consisting of Pulse Arrival Time and Heart Rate Variability Predicts the Onset of Septic Shock,” Biomedical Signal Processing and Control, v. 92, 2024.
  6. M. Nikbakht, J. A. Sanchez-Perez, A. Aljiffry, K. Maher, O. T. Inan, and Z. Rodriguez, “Application of Acoustic Signals in Systemic to Pulmonary Shunts in Ductal Dependent Infants using Deep Learning,” IEEE Sensors Journal, v. 24, no. 8, pp. 12819-12829, 2024.
  7. K. Richardson, C. J. Nichols, R. Stegeman, D. Zachs, A. Tuma, J. A. Heller, T. Schnitzer, E. Peterson, H. Lim, M. Etemadi, D. Ewart, and O. T. Inan, “Validating Joint Acoustic Emissions Models as a Generalizable Predictor of Joint Health,” IEEE Sensors Journal, v. 24, no. 10, pp. 17219-17230, 2024.
  8. K. L. Scherpereel, D. D. Molinaro, M. K. Shepherd, O. T. Inan and A. J. Young, "Improving Biological Joint Moment Estimation During Real-World Tasks With EMG and Instrumented Insoles," in IEEE Transactions on Biomedical Engineering, vol. 71, no. 9, pp. 2718-2727, 2024.
  9. M. Nikbakht, M. Chan, D. J. Lin, A. H. Gazi, and O. T. Inan, “A Residual U-Net Neural Network for Seismocardiogram Denoising: Improved Cardiomechanical Health Monitoring During Walking,” IEEE Journal of Biomedical and Health Informatics (JBHI), v. 28, no. 7, pp. 3942-3952, 2024.
  10. A. H. Gazi, J. A. Sanchez-Perez, G. L. Saks, E. A. Perez-Alday, A. Haffer, H. Ahmed, D. Herraka, N. Tarlapally, N. L. Smith, J. D. Bremner, A. J. Shah, O. T. Inan, and V. Vaccarino, “Quantifying Posttraumatic Stress Disorder Symptoms During Traumatic Memories Using Interpretable Markers of Respiratory Variability,” IEEE Journal of Biomedical and Health Informatics (JBHI), v. 28, no. 8, pp. 4912-4924, 2024.
  11. K. Sel, D. Osman, F. Zare, S. M. Shahrbabak, L. Brattain, J.-O. Hahn, O. T. Inan, R. Mukkamala, J. Palmer, D. Paydarfar, R. L. Pettigrew, A. A. Quyyumi, B. Telfer, and R. Jafari, “Building Digital Twins for Cardiovascular Health: From Principles to Clinical Impact,” Journal of the American Heart Association (JAHA), p.e031981, 2024.
  12. M. M. Soliman et al., “Parsimonious waveform-derived features consisting of pulse arrival time and heart rate variability predicts the onset of septic shock,” Biomedical Signal Processing and Control, vol. 92. Elsevier BV, p. 105974, Jun. 2024.
  13. Y. Zhou et al., “A Synthetic Multi-Modal Variable to Capture Cardiovascular Responses to Acute Mental Stress and Transcutaneous Median Nerve Stimulation,” IEEE Transactions on Biomedical Engineering, vol. 72, no. 1. Institute of Electrical and Electronics Engineers (IEEE), pp. 346–357, Jan. 2025.

2023

  1. A. Tandon, H. Nguyen, S. Avula, D. R. Seshadri, A. Patel, M. Fares, O. Baloglu, S. Amdani, R. Jafari, O. T. Inan, and C. K. Drummond, “Wearable Biosensors in Congenital Heart Disease: Needs to Advance the Field,” Journal of the American College of Cardiology (JACC): Advances, v. 2, 100267, 2023.  
  2. B. Cao, S. Ravi, N. Sebkhi, A. Bhavsar, O. T. Inan, W. Xu, and J. Wang, “MagTrack: A Wearable Electromagnetic Tongue Motion Tracking System for Silent Speech Interfaces,” Journal of Speech, Language, and Hearing Research, pp. 1-16, 2023.
  3. S. Bhattacharya, M. Nikbakht, A. Alden, P. Tan, J. Wang, T. A. Alhalimi, S. Kim, P. Wang, H. Tanaka, A. Tandon, E. F. Coyle, O. T. Inan, and N. Lu, “A Chest-Conformable, Wireless Electro-Mechanical E-Tattoo for Measuring Multiple Cardiac Time Intervals,” Advanced Electronic Materials, 2201284, 2023.
  4. Y. Yao, M. M. H. Shandhi, J.-O. Hahn, O. T. Inan, R. Mukkamala, and L. Xu, “What Filter Passband Should be Applied to the Ballistocardiogram,” Biosignal Processing and Control, v. 85, 104909, 2023.
  5. M. Nikbakht, A. Gazi, J. Zia, S. An, D. J. Lin, O. T. Inan, and R. Kamaleswaran, “Synthetic Seismocardiogram Generation Using a Transformer-Based Neural Network,” Journal of the American Medical Informatics Association (JAMIA), v. 30, no. 7, pp. 1266-1273, 2023.
  6. T. Choudhary, M. Elliott, N. R. Euliano, N. Z. Gurel, M. T. Wittbrodt, V. Vaccarino, A. J. Shah, O. T. Inan, and J. D. Bremner, “Effect of Transcutaneous Cervical Vagal Nerve Stimulation on Declarative and Working Memory in Patients with Posttraumatic Stress Disorder (PTSD): A Pilot Study,” Journal of Affective Disorders, v. 339, pp. 418-425, 2023.
  7. D. J. Lin, A. Gazi, J. Kimball, M. Nikbakht, and O. T. Inan, “Real-Time Seismocardiogram Feature Extraction Using Adaptive Gaussian Mixture Models,” IEEE Journal of Biomedical and Health Informatics (JBHI), v.27, no. 8, pp. 3889-3899, 2023.
  8. C. J. Nichols, S. Mabrouk, G. C. Ozmen, A. H. Gazi, and O. T. Inan, “Validating Adhesive-Free Bioimpedance of the Leg in Mid-Activity and Uncontrolled Settings,” IEEE Transactions on Biomedical Engineering, v. 70, no. 9, pp. 2679-2689, 2023.
    (This paper was selected as a featured article by IEEE TBME.)
  9. J. D. Parreira, Y. R. Chalumuri, A. S. Mousavi, M. Modak, Y. Zhou, J. A. Sanchez-Perez, A. H. Gazi, A. B. Harrison, O. T. Inan, and J.-O. Hahn, “A Proof-of-Concept Investigation of Multi-Modal Physiological Signal Responses to Acute Mental Stress,” Biomedical Signal Processing and Control, v. 85, 105001, 2023.
  10. Q. Goossens, M. Locsin, S. Gharehbaghi, P. Brito, E. Moise, L. A. Ponder, O. T. Inan, and S. Prahalad, “Knee Acoustic Emissions as a Noninvasive Biomarker of Articular Health in Patients with Juvenile Idiopathic Arthritis: A Clinical Validation in an Extended Study Population,” Pediatric Rheumatology, v. 21, 59, 2023.
  11. G. C. Ozmen, S. Mabrouk, C. J. Nichols, J. Berkebile, Q. Goossens, A. H. Gazi, and O. T. Inan, “Mid-Activity and At-Home Wearable Bioimpedance Elucidates an Interpretable Digital Biomarker of Muscle Fatigue,” IEEE Transactions on Biomedical Engineering (TBME), Accepted (June 21, 2023).
  12. A. Tandon, S. Bhattacharya, A. Morca, O. T. Inan, D. Munther, S. D. Ryan, S. Q. Latifi, N. Lu, B. Marino, J. J. Lasa, and O. Baloglu, “Noninvasive Cardiac Output Monitoring in Congenital Heart Disease,” Current Treatment Options in Pediatrics, 2023.
  13. J. A. Sanchez-Perez, A. H. Gazi, F. N. Rahman, A. Seith, G. Saks, S. Sundararaj, R. Erbrick, A. B. Harrison, C. J. Nichols, M. Modak, Y. R. Chalumuri, T. K. Snow, J.-O. Hahn, and O. T. Inan, “Transcutaneous Auricular Vagus Nerve Stimulation in Median Nerve Stimulation Reduces Acute Stress in Young Healthy Adults: A Single-Blind Sham-Controlled Crossover Study,” Frontiers in Neuroscience, v. 17, 2023.
  14. A. Mousavi, O. T. Inan, R. Mukkamala, and J.-O. Hahn, “A Physical Model-Based Approach to One-Point Calibration of Pulse Transit Time to Blood Pressure,” IEEE Transactions on Biomedical Engineering (TBME), Accepted (August 20, 2023).
  15. J. A. Sanchez-Perez, A. Gazi, S. Mabrouk, J. Berkebile, G. C. Ozmen, R. Kamaleswaran, and O. T. Inan, “Enabling Continuous Breathing-Phase Contextualization via Wearable-Based Impedance Pneumography and Lung Sounds: A Feasibility Study,” IEEE Journal of Biomedical and Health Informatics (JBHI), Accepted (September 16, 2023).
  16. C. O. Yaldiz, N. Sebkhi, A. Bhavsar, J. Wang, and O. T. Inan, “Improving Reliability of Magnetic Localization Using Input Space Transformation,” IEEE Sensors Journal, Accepted (September 20, 2023).
  17. M. Chan, A. H. Gazi, V. B. Aydemir, M. M. Soliman, G. C. Ozmen, K. Richardson, C. A. Abdallah, M. Nikbakht, C. J. Nichols, and O. T. Inan, “Respiratory Rate Estimation During Walking Using a Wearable Patch with Modality Attentive Fusion,” IEEE Sensors Journal, Accepted (September 28, 2023).
  18. C. O. Yaldiz, M. J. Buller, K. L. Richardson, S. An, D. J. Lin, A. Satish, K. Driver, E. Atkinson, T. Mesite, C. King, M. Bursey, M. Galer, M. Millard-Stafford, M. N. Sawka, A. Medda, and O. T. Inan, “Early Prediction of Impending Exertional Heat Stroke with Wearable Multimodal Sensing and Anomaly Detection,” IEEE Journal of Biomedical and Health Informatics (JBHI), Accepted (September 29, 2023).
  19. C. J. Nichols, G. Ozmen, K. Richardson, O. T. Inan, and D. Ewart, “Classifying Pre-Radiographic Osteoarthritis of the Knee Using Wearable Acoustics Sensing at the Point of Care,” IEEE Sensors Journal, Accepted (October 7, 2023).
  20. D. Lin, A. Satish, K. Richardson, S. An, C. Yaldiz, M. Buller, K. Driver, E. Atkinson, T. Mesite, C. King, O. T. Inan, and A. Medda, “Predicting Soldier Performance on Structured Military Training Marches with Wearable Accelerometer and Physiological Data,” IEEE Sensors Journal, Accepted (October 20, 2023).
  21. S. Sheikh, A. Shah, J. D. Bremner, V. Vaccarino, O. T. Inan, G. D. Clifford, and A. Rad, “Impedance Cardiogram Based Exploration of Cardiac Mechanisms in Post-Traumatic Stress Disorder during Trauma Recall, Psychophysiology, Accepted (October 23, 2023).

2022

  1. K. Natarajan, R. Block, M. Yavarimanesh, A. Chandrasekhar, L. Mestha, O. T. Inan, J.-O. Hahn, and R. Mukkamala, “Photoplethysmography Fast Upstroke Time Intervals Can Be Useful Features for Cuff-Less Measurement of Blood Pressure Changes in Humans,” IEEE Transactions on Biomedical Engineering, v. 69, no. 1, pp. 53-62, 2022.
  2. D. Lin, J. Kimball, J. Zia, V. Ganti, and O. T. Inan, “Reducing the Impact of External Vibrations on Fiducial Point Detection in Seismocardiogram Signals,” IEEE Transactions on Biomedical Engineering (TBME), v. 69, no. 1, pp. 176-185, 2022.
  3. J. P. Kimball, O. T. Inan, V. A. Convertino, S. Cardin, and M. N. Sawka, “Wearable Sensors and Machine Learning for Hypovolemia Problems in Occupational, Military and Sports Medicine: Physiological Basis, Hardware, and Algorithms,” MDPI Sensors, v. 22, no. 2, pp. 442-466, 2022.
  4. J. Kim, T. Wichmann, O. T. Inan, and S. P. DeWeerth, “Analyzing the Effects of Parameters for Tremor Modulation via Phase-locked Electrical Stimulation on a Peripheral Nerve,” Journal of Personalized Medicine, v. 12, no. 1, pp. 76-90, 2022.
  5. A. H. Gazi, M. Wittbrodt, A. Harrison, S. Sundararaj, N. Z. Gurel, J. Nye, A. Shah, V. Vaccarino, J. D. Bremner, and O. T. Inan, “Robust Estimation of Respiratory Variability Uncovers Correlates of Limbic Brain Activity and Transcutaneous Vagus Nerve Stimulation in the Context of Traumatic Stress,” IEEE Transactions on Biomedical Engineering, v. 69, no. 2, pp. 849-859, 2022.
  6. J. A. Sanchez-Perez, J. A. Berkebile, B. N. Nevius, G. C. Ozmen, C. J. Nichols, V. G. Ganti, S. A. Mabrouk, G. D. Clifford, R. Kamaleswaran, D. W. Wright, and O. T. Inan, “A Wearable Multimodal Sensing System for Tracking Changes in Pulmonary Fluid Status, Lung Sounds, and Respiratory Markers,” MDPI Sensors, v. 23, no. 3, pp. 1130-1150, 2022.
  7. N. Sebkhi, A. Bhavsar, M. N. Sahadat, J. Baldwin, E. Walling, A. Biniker, M. Hoefnagel, G. Tonuzi, R. Osborne, D. Anderson, and O. T. Inan, “Evaluation of a Head-Tongue Controller for Power Wheelchair Driving by Persons with Quadriplegia,” IEEE Transactions on Biomedical Engineering, v. 69, no. 4, pp. 1302-1309, 2022.
  8. H-K. Jeong, S. An, K. Herrin, K. Scherpereel, A. Young, and O. T. Inan, “Quantifying Asymmetry between Medical and Lateral Compartment Knee Loading Forces using Acoustic Emissions,” IEEE Transactions on Biomedical Engineering, v. 69, no. 4, pp. 1541-1551, 2022.
  9. S. Gharehbaghi, H.-K. Jeong, M. Safaei, and O. T. Inan, “A Feasibility Study on Tribological Origins of Knee Acoustic Emissions,” IEEE Transactions on Biomedical Engineering, v. 69, no. 5, pp. 1685-1695, 2022.
  10. V. A. Convertino, R. W. Techentin, R. J. Poole, A. C. Dacy, A. N. Carlson, S. Cardin, C. R. Haider, D. R. Holmes, C. C. Wiggins, M. J. Joyner, T. B. Curry, and O. T. Inan, “AI-enabled Advanced Development for Assessing Low Circulating Blood Volume for Emergency Medical Care: Comparison of Compensatory Reserve Machine-Learning Algorithms,” MDPI Sensors, v. 22, no. 7, pp. 2642-2652, 2022.
  11. J. Kim, T. Wichmann, O. T. Inan, and S. DeWeerth, “Fitts’ Law-Based Performance Metrics to Quantify Tremor in Individuals with Essential Tremor,” IEEE Journal of Biomedical and Health Informatics, v. 26, no. 5, pp. 2169-2179, 2022.
  12. J. Berkebile, S. Mabrouk, V. Ganti, A. Srivatsa, J. Sanchez-Perez, and O. T. Inan, “Towards Estimation of Tidal Volume via Wearable-Patch-Based Impedance Pneumography in Ambulatory Settings,” IEEE Transactions on Biomedical Engineering, v. 69, no. 6, pp. 1909-1919, 2022.
  13. M. Yavarimanesh, R. C. Block, K. Natarajan, L. K. Mestha, O. T. Inan, J.-O. Hahn, and R. Mukkamala, “Assessment of Calibration Models for Cuff-Less Blood Pressure Measurement After One Year of Aging,” IEEE Transactions on Biomedical Engineering, v. 69, no. 6, pp. 2087-2093, 2022.
  14. M. Chan, V. Ganti, and O. T. Inan, “Respiratory Rate Estimation using U-Net Based Cascaded Framework from Electrocardiogram and Seismocardiogram Signals,” IEEE Journal of Biomedical and Health Informatics, v. 26, no. 6, pp. 2481-2492, 2022.
  15. H. Jung, J. Kimball, T. Receveur, E. Agdeppa, and O. T. Inan, “Estimation of Tidal Volume Using Load Cells on a Hospital Bed,” IEEE Journal of Biomedical and Health Informatics, v. 26, no. 7, pp. 3330-3341, 2022.
  16. S. A. Sheikh, N. Z. Gurel, S. Gupta, I. V. Chukwu, O. Levantsevych, M. Alkhalaf, M. Soudan, R. Abdulbaki, A. Haffar, G. D. Clifford, O. T. Inan, and A. J. Shah, “Validation of a new impedance cardiography analysis algorithm for clinical classification of stress states,” Psychophysiology, v. 59, no. 7, 2022.
  17. M. M. H. Shandhi, J. Fan, J. A. Heller, M. Etemadi, L. Klein, and O. T. Inan, “Estimation of Changes in Intracardiac Hemodynamics Using Wearable Seismocardiography and Machine Learning in Patients with Heart Failure: A Feasibility Study,” IEEE Transactions on Biomedical Engineering, v. 69, no. 8, pp. 2443-2455, 2022.
  18. S. An, A. Gazi, and O. T. Inan, “DynaLAP: Human Activity Recognition in Fixed Protocols via Semi-Supervised Variational Recurrent Neural Networks with Dynamic Priors,” IEEE Sensors Journal, v. 22, no. 18, pp. 17963-17976, 2022.
  19. M. Soliman, V. Ganti, and O. T. Inan, “Towards Wearable Estimation of Tidal Volume via Electrocardiogram and Seismocardiogram Signals,” IEEE Sensors Journal, v. 22, no. 18, pp. 18093-18103, 2022.
  20. Y. R. Chalumuri, J. P. Kimball, A. Mousavi, J. S. Zia, C. Rolfes, J. D. Parreira, O. T. Inan, and J.-O. Hahn, “Classification of Blood Volume Decompensation State via Wearable Physiological Sensing and Machine Learning,” MDPI Sensors, v. 22, no. 4, pp. 1336-1350, 2022.
  21. L. Neill, M. Etemadi, L. Klein, and O. T. Inan, “Novel Noninvasive Biosensors and Artificial Intelligence for Optimized Heart Failure Management,” JACC Basic to Translational Science, v. 7, no. 3, pp. 316-318, 2022.
  22. J.-O. Hahn and O. T. Inan, “Physiological Closed-Loop Control in Critical Care: Opportunities for Innovations,” Progress in Biomedical Engineering, v. 4, no. 3, 2022.
  23. D. C. Whittingslow, T. Gergely, S. Prahalad, O. T. Inan, and S. Abramowicz, “Temporo-mandibular Joint Acoustic Emission in Children with Juvenile Idiopathic Arthritis Differ from Healthy Children,” Journal of Oral and Maxillofacial Surgery, v. 80, no. 9, pp. 1466-1473, 2022.
  24. S. A. Sheikh, N. Z. Gurel, S. Gupta, I. V. Chukwu, O. Levantsevych, M. Alkhalaf, R. Abdulbaki, A. Haffar, V. Vaccarino, O. T. Inan, A. J. Shah, G. D. Clifford, and A. B. Rad, “Data-Driven Approach for Automatic Detection of Aortic Valve Opening: B-point Detection from Impedance Cardiogram,” Psychophysiology, e14128, 2022.
  25. A. S. Cakmak, E. A. P. Alday, S. Densen, G. Najarro, P. Rout, C. J. Rozell, O. T. Inan, A. J. Shah, and G. D. Clifford, “Passively Captured Interpersonal Social Interactions and Motion from Smartphones Predicts Decompensation in Heart Failure: An Observational Cohort Study,” Journal of Medical Internet Research (JMIR) Formative Research, v. 6, no. 8, 2022.
  26. A. H. Gazi, A. Harrison, T. P. Lambert, M. Obideen, P. Alavi, N. Murrah, L. Shallenberger, E. G. Driggers, R. A. Ortega, B. P. Washington, K. M. Walton, J. W. Welsh, V. Vaccarino, A. J. Shah, Y.-L. Tang, R. Gupta, S. E. Back, O. T. Inan, and J. D. Bremner, “Transcutaneous Cervical Vagus Nerve Stimulation Reduces Behavioral and Physiological Manifestations of Withdrawal in Patients with Opioid Use Disorder: A Double-Blind, Randomized, Sham-Controlled Pilot Study,” Brain Stimulation, v. 15, no. 5, pp. 1206-1214, 2022.
  27. T. P. Lambert, A. H. Gazi, A. B. Harrison, S. Gharehbaghi, M. Chan, M. Obideen, P. Alavi, N. Murrah, L. Shallenberger, E. G. Driggers, R. A. Ortega, B. Washington, K. M. Walton, Y.-L. Tang, R. Gupta, J. A. Nye, J. W. Welsh, V. Vaccarino, A. J. Shah, J. D. Bremner, and O. T. Inan, “Leveraging Accelerometry as a Prognostic Indicator for Increase in Opioid Withdrawal Symptoms,” MDPI Biosensors, v. 12, no. 11, 2022.
  28. V. G. Ganti, A. H. Gazi, S. An, A. V. Srivatsa, B. N. Nevius, C. J. Nichols, A. M. Carek, M. Fares, M. Abdulkarim, T. Hussain, G. Greil, M. Etemadi, O. T. Inan, and A. Tandon, “Wearable Seismocardiography-Based Assessment of Stroke Volume in Congenital Heart Disease,” Journal of the American Heart Association (JAHA), Accepted (August 2, 2022).
  29. K. L. Richardson, C. N. Teague, S. Mabrouk, B. N. Nevius, G. C. Ozmen, R. S. Graham, D. P. Zachs, A. Tuma, E. J. Peterson, H. H. Lim, and O. T. Inan, “Quantifying Rheumatoid Arthritis Disease Activity using a Multimodal Sensing Knee Brace,” IEEE Transactions on Biomedical Engineering (TBME), v. 69, no. 12, pp. 3772-3783, 2022.
  30. S. A. Sheikh, E. A. Perez Alday, A. B. Rad, O. Levantsevych, M. Alkhalaf, M. Soudan, R. Abdulbaki, A. Haffar, N. L. Smith, J. Goldberg, J. D. Bremner, V. Vaccarino, O. T. Inan, G. D. Clifford, and A. J. Shah, “Association between PTSD and Impedance Cardiogram-based Contractility Metrics During Trauma Recall: A Controlled Twin Study,” Psychophysiology, Accepted (October 3, 2022).
  31. A. H. Gazi, A. B. Harrison, T. P. Lambert, A. Nawar, M. Obideen, E. G. Driggers, V. Vaccarino, A. J. Shah, C. J. Rozell, M. Bikson, J. W. Welsh, O. T. Inan, and J. D. Bremner, "Pain is Reduced by Transcutaneous Cervical Vagus Nerve Stimulation and Correlated with Cardiorespiratory Variability Measures in the Context of Opioid Withdrawal," Frontiers in Pain Research, Accepted (October 20, 2022).

2021

  1. N. Bolus, H.-K. Jeong, B. Blaho, M. Safaei, A. Young, and O. T. Inan, “Fit to Burst: Noninvasive Estimation of Achilles Tendon Load Using Burst Vibrations,” IEEE Transactions on Biomedical Engineering, v. 68, no. 2, pp. 470-481, 2021. (This article was featured by IEEE TBME on the website homepage.)
  2. N. Sebkhi, A. Bhavsar, D. Anderson, J. Wang, and O. T. Inan, “Inertial Measurements for Tongue Motion Tracking Based on Magnetic Localization with Orientation Compensation,” IEEE Sensors Journal, v. 21, no. 6, pp. 7964-7971, 2021.
  3. M. Safaei, N. Bolus, D. C. Whittingslow, H.-K. Jeong, A. Erturk, and O. T. Inan, “Vibration Stimulation as a Non-Invasive Approach to Monitor the Severity of Meniscus Tears,” IEEE Transactions on Neural Systems & Rehabilitation Engineering, v. 29, pp. 350-359, 2021. (This article was featured by IEEE TNSRE on the website homepage and newsletter.)
  4. M. M. H. Shandhi, W. Bartlett, J. A. Heller, M. Etemadi, A. Young, T. Ploetz, and O. T. Inan, “Estimation of Instantaneous Oxygen Uptake during Exercise and Daily Activities using a Wearable Cardio-Electromechanical and Environmental Sensor,” IEEE Journal of Biomedical and Health Informatics, v. 25, no. 3, pp. 634-646, 2021.
  5. S. Mabrouk, D. C. Whittingslow, and O. T. Inan, “Robust Method for Mid-Activity Tracking and Evaluation of Ankle Health Post-Injury,” IEEE Transactions on Biomedical Engineering, v. 68, no. 4, pp. 1341-1350, 2021.
  6. N. Sebkhi, N. Santus, A. Bhavsar, S. Siahpoushan, and O. T. Inan, “Evaluation of a Wireless Tongue Tracking System on the Identification of Phoneme Landmarks,” IEEE Transactions on Biomedical Engineering (TBME), v. 68, no. 4, pp. 1190-1197, 2021. (This article was featured by IEEE TBME on the website homepage.)
  7. Z. Xia, M. M. H. Shandhi, Y. Li, O. T. Inan, and Y. Zhang, “The Delineation of Fiducial Points for Non-Contact Radar Seismocardiogram Signals without Concurrent ECG,” IEEE Journal of Biomedical and Health Informatics, v. 25, no. 4, pp. 1031-1040, 2021.
  8. B. Semiz, A. M. Carek, Jessica C. Johnson, S. Ahmad, J. A. Heller, F. G. Vicente, S. Caron, C. W. Hogue, M. Etemadi, and O. T. Inan, “Non-Invasive Wearable Patch Utilizing Seismocardiography for Peri-Operative Use in Surgical Patients,” IEEE Journal of Biomedical and Health Informatics (JBHI), v. 25, no. 5, pp. 1572-1582, 2021.
  9. J. Zia, J. Kimball, C. Rozell, and O. T. Inan, “Harnessing the Manifold Structure of Cardiomechanical Signals for Physiological Monitoring during Hemorrhage,” IEEE Transactions on Biomedical Engineering, v. 68, no. 6, pp. 1759-1767, 2021.
  10. V. Ganti, A. Carek, B. Nevius, J. A. Heller, M. Etemadi, and O. T. Inan, “Wearable Cuff-less Blood Pressure Estimation at Home via Pulse Transit Time,” IEEE Journal of Biomedical and Health Informatics, v. 25, no. 6, pp. 1926-1937, 2021.
  11. K. L. Scherpereel, N. B. Bolus, H.-K. Jeong, O. T. Inan, and A. J. Young, “Estimating Knee Joint Load Using Acoustic Emissions During Ambulation,” Annals of Biomedical Engineering (ABME), v. 49, pp. 1000-1011, 2021.
  12. L. G. Rosa, J. S. Zia, O. T. Inan, and G. S. Sawicki, “Machine Learning to Extract Muscle Fascicle Length Changes from Dynamic Ultrasound Images in Real-Time,” PLOS ONE, v. 16, no. 5, 2021.
  13. K. Richardson, S. Gharehbaghi, G. C. Ozmen, M. M. Safaei, and O. T. Inan, “Quantifying Signal Quality for Joint Acoustic Emissions Using Graph Based Spectral Embedding,” IEEE Sensors Journal, v. 21, no. 12, pp. 13676-13684, 2021.
  14. O. Quesada, M. M. H. Shandhi, S. Beach, S. Dowling, D. Tandon, J. A. Heller, M. Etemadi, S. Roy, J. M. Gonzalez Velez, O. T. Inan, and L. Klein, “Use of Ballistocardiography to Monitor Cardiovascular Hemodynamics in Preeclampsia,” Women’s Health Reports, v. 2, no. 1, 2021.
  15. G. C. Ozmen, M. Safaei, B. Semiz, D. C. Whittingslow, J. L. Hunnicutt, S. Prahalad, R. Hash, J. W. Xerogeanes, and O. T. Inan, “Detection of Meniscal Tear Effects on Tibial Vibration Using Passive Knee Sound Measurements,” IEEE Transactions on Biomedical Engineering, v. 68, no. 7, pp. 2241-2250, 2021.
  16. J. D. Bremner, M. T. Wittbrodt, N. Z. Gurel, M. M. H. Shandhi, A. H. Gazi, Y. Jiao, O. Levantsevych, M. Huang, J. Beckwith, I. Herring, N. Murrah, E. G. Driggers, Y.-A. Ko, M. L. Alkhalaf, M. Soudan, L. Shallenberger, A. N. Hankus, J. A. Nye, J. Park, A. Woodbury, P. K. Mehta, M. H. Rappaport, V. Vaccarino, A. J. Shah, B. D. Pearce, and O. T. Inan, “Transcutaneous Cervical Vagus Nerve Stimulation in Patients with Posttraumatic Stress Disorder (PTSD): A Pilot Study of Effects on PTSD Symptoms and Interleukin-6 Response to Stress,” Journal of Affective Disorder Reports, v. 6, 2021.
  17. H. Jung, J. Kimball, T. Receveur, E. Agdeppa, and O. T. Inan, “Accurate Ballistocardiogram Based Heart Rate Estimation Using an Array of Load Cells in a Hospital Bed,” IEEE Journal of Biomedical and Health Informatics (JBHI), v. 25, no. 9, pp. 3373-3383, 2021.
  18. J. Kimball, J. Zia, S. An, C. Rolfes, J.-O. Hahn, M. N. Sawka, and O. T. Inan, “Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia via a Wearable System,” IEEE Journal of Biomedical and Health Informatics (JBHI), v. 25, no, 9, pp. 3351-3360, 2021.
  19. S. Gharehbaghi, D. C. Whittingslow, L. Ponder, S. Prahalad, and O. T. Inan, “Acoustic Emissions from Loaded and Unloaded Knees to Assess Joint Health in Patients with Juvenile Idiopathic Arthritis,” IEEE Journal of Biomedical and Health Informatics, v. 25, no. 9, pp. 3618-3626, 2021.
  20. S. An, A. Medda, M. N. Sawka, C. J. Hutto, M. Millard-Stafford, S. Appling, K. Richardson, and O. T. Inan, “AdaptNet: Human Activity Recognition via Bilateral Domain Adaptation using Semi-Supervised Deep Translation Networks,” IEEE Sensors Journal, v. 21, no. 18, pp. 20398-20411, 2021.
  21. V. G. Ganti, A. M. Carek, H. Jung, A. V. Srivatsa, D. Cherry, L. N. Johnson, and O. T. Inan, “Enabling Wearable Pulse Transit Time based Blood Pressure Estimation for Medically Underserved Areas and Health Equity: A Comprehensive Evaluation Study,” Journal of Medical Internet Research (JMIR) mHealth and uHealth, v. 9, no. 8, 2021.
  22. G. C. Ozmen, A. H. Gazi, S. Gharehbaghi, K. L. Richardson, M. Safaei, D. C. Whittingslow, S. Prahalad, J. L. Hunnicutt, J. W. Xerogeanes, T. K. Snow, and O. T. Inan, “An Interpretable Experimental Data Augmentation Method to Improve Knee Health Classification Using Joint Acoustic Emissions,” Annals of Biomedical Engineering, v. 49, pp. 2399-2411, 2021.
  23. M. Wittbrodt, N. Z. Gurel, J. A. Nye, M. M. H. Shandhi, A. H. Gazi, A. J. Shah, B. D. Pearce, N. Murrah, Y.-A. Ko, L. H. Shallenberger, V. Vaccarino, O. T. Inan, and J. D. Bremner, “Non-Invasive Cervical Vagal Nerve Stimulation Alters Brain Activity During Traumatic Stress in Individuals with Posttraumatic Stress Disorder,” Psychosomatic Medicine, v. 83, no. 9, pp. 969-977, 2021.
  24. M. Chan, V. G. Ganti, J. A. Heller, C. A. Abdallah, M. Etemadi, and O. T. Inan, “Enabling Continuous Wearable Reflectance Pulse Oximetry at the Sternum,” MDPI Biosensors, v. 11, no. 521, 2021.
  25. K. Natarajan, R. Block, M. Yavarimanesh, A. Chandrasekhar, L. Mestha, O. T. Inan, J.-O. Hahn, and R. Mukkamala, “Photoplethysmography Fast Upstroke Time Intervals Can Be Useful Features for Cuff-Less Measurement of Blood Pressure Changes in Humans,” IEEE Transactions on Biomedical Engineering, v. 69, no. 1, pp. 53-62, 2022.
  26. D. Lin, J. Kimball, J. Zia, V. Ganti, and O. T. Inan, “Reducing the Impact of External Vibrations on Fiducial Point Detection in Seismocardiogram Signals,” IEEE Transactions on Biomedical Engineering (TBME), v. 69, no. 1, pp. 176-185, 2022.
  27. J. P. Kimball, O. T. Inan, V. A. Convertino, S. Cardin, and M. N. Sawka, “Wearable Sensors and Machine Learning for Hypovolemia Problems in Occupational, Military and Sports Medicine: Physiological Basis, Hardware, and Algorithms,” MDPI Sensors, v. 22, no. 2, pp. 442-466, 2022.
  28. J. Kim, T. Wichmann, O. T. Inan, and S. P. DeWeerth, “Analyzing the Effects of Parameters for Tremor Modulation via Phase-locked Electrical Stimulation on a Peripheral Nerve,” Journal of Personalized Medicine, v. 12, no. 1, pp. 76-90, 2022.
  29. A. H. Gazi, M. Wittbrodt, A. Harrison, S. Sundararaj, N. Z. Gurel, J. Nye, A. Shah, V. Vaccarino, J. D. Bremner, and O. T. Inan, “Robust Estimation of Respiratory Variability Uncovers Correlates of Limbic Brain Activity and Transcutaneous Vagus Nerve Stimulation in the Context of Traumatic Stress,” IEEE Transactions on Biomedical Engineering, Accepted (August 21, 2021).
  30. N. Sebkhi, A. Bhavsar, M. N. Sahadat, J. Baldwin, E. Walling, A. Biniker, M. Hoefnagel, G. Tonuzi, R. Osborne, D. Anderson, and O. T. Inan, “Evaluation of a Head-Tongue Controller for Power Wheelchair Driving by Persons with Quadriplegia,” IEEE Transactions on Biomedical Engineering, Accepted (September 14, 2021).
  31. H.-K. Jeong, S. An, K. Herrin, K. Scherpereel, A. Young, and O. T. Inan, “Quantifying Asymmetry between Medical and Lateral Compartment Knee Loading Forces using Acoustic Emissions,” IEEE Transactions on Biomedical Engineering, Accepted (October 19, 2021).
  32. S. Gharehbaghi, H.-K. Jeong, M. Safaei, and O. T. Inan, “A Feasibility Study on Tribological Origins of Knee Acoustic Emissions,” IEEE Transactions on Biomedical Engineering, Accepted (November 6, 2021).
  33. J. Kim, T. Wichmann, O. T. Inan, and S. DeWeerth, “Fitts’ Law-Based Performance Metrics to Quantify Tremor in Individuals with Essential Tremor,” IEEE Journal of Biomedical and Health Informatics, Accepted (November 10, 2021).
  34. J. Berkebile, S. Mabrouk, V. Ganti, A. Srivatsa, J. Sanchez-Perez, and O. T. Inan, “Towards Estimation of Tidal Volume via Wearable-Patch-Based Impedance Pneumography in Ambulatory Settings,” IEEE Transactions on Biomedical Engineering, Accepted (November 22, 2021).
  35. M. Yavarimanesh, R. C. Block, K. Natarajan, L. K. Mestha, O. T. Inan, J.-O. Hahn, and R. Mukkamala, “Assessment of Calibration Models for Cuff-Less Blood Pressure Measurement After One Year of Aging,” IEEE Transactions on Biomedical Engineering, Accepted (December 10, 2021).

2020

  1. S. Mabrouk, D. C. Whittingslow, and O. T. Inan, “Robust Method for Mid-Activity Tracking and Evaluation of Ankle Health Post-Injury,” IEEE Transactions on Biomedical Engineering, v. 68, no. 4, pp. 1341-1350, 2020.
  2. R. C. Block, M. Yavarimanesh, K. Natarajan, A. Carek, A. Mousavi, A. Chadrasekhar, C.-S. Kim, J. Zhu, G. Schifitto, L. K. Mestha, O. T. Inan, J.-O. Hahn, and R. Mukkamala, “Conventional Pulse Transit Times as Markers of Blood Pressure Changes in Humans,” Scientific Reports, 10, 16373, 2020.
  3. N. Sebkhi, N. Santus, A. Bhavsar, S. Siahpoushan, and O. T. Inan, “Evaluation of a Wireless Tongue Tracking System on the Identification of Phoneme Landmarks,” IEEE Transactions on Biomedical Engineering (TBME), v. 68, no. 4, pp. 1190-1197, 2020.
  4. J. D. Bremner, N. Z. Gurel, M. T. Wittbrodt, M. M. H. Shandhi, M. H. Rapaport, J. A. Nye, B. D. Pearce, V. Vaccarino, A. J. Shah, J. Park, M. Bikson, and O. T. Inan, “Application of Non-Invasive Vagal Nerve Stimulation to Stress-Related Psychiatric Disorders,” Journal of Personalized Medicine, 10(3): 119, 2020.
  5. V. Ganti, A. Carek, B. Nevius, J. A. Heller, M. Etemadi, and O. T. Inan, “Wearable Cuff-less Blood Pressure Estimation at Home via Pulse Transit Time,” IEEE Journal of Biomedical and Health Informatics, v. 25, no. 6, pp. 1926-1937, 2020.
  6. J. D. Bremner, N. Z. Gurel, Y. Jiao, M. T. Wittbrodt, O. M. Levantsevych, M. Huang, H. Jung, M. M. H. Shandhi, J. Beckwith, I. Herring, M. H. Rappaport, N. Murrah, E. Driggers, Y.-A. Ko, M. J. L. Alkhalaf, M. Soudan, J. Song, B. S. Ku, L. Shallenberger, A. N. Hankus, J. A. Nye, J. Park, V. Vaccarino, A. J. Shah, O. T. Inan, and B. D. Pearce, “Transcutaneous Vagal Nerve Stimulation Blocks Stress-Induced Activation of Interleukin-6 and Interferon-γ in Posttraumatic Stress Disorder: A Double-Blind, Randomized, Sham-Controlled Trial,” Brain, Behavior, & Immunity – Health, v. 9, no. 100138, 2020.
  7. B.Semiz, A. M. Carek, J. C. Johnson, S. Ahmad, A. Heller, F. G. Vicente, S. Caron, C. W. Hogue, M. Etemadi, and O. T. Inan, "Non-Invasive Wearable Patch Utilizing Seismocardiography for Peri-Operative Use in Surgical Patients", IEEE Journal of Biomedical and Health Informatics (JBHI), v. 25, no. 5, pp. 1572-1582, 2020.
  8. NZ Gurel*, Y Jiao*, MT Wittbrodt, YA Ko, A Hankus, SL Ladd, L Shallenberger, N Murrah, M Huang, A Haffer, J Alkhalaf, O Levantsevych, JA Nye, V Vaccarino, AJ Shah, OT Inan, BD Pearce, JD Bremner, "Effect of Transcutaneous Cervical Vagus Nerve Stimulation on the Pituitary Adenylate Cyclase-Activating Polypeptide (PACAP) Response to Stress: A Randomized, Sham Controlled, Double Blind Pilot Study", Comprehensive Psychoneuroendocrinology, v. 4, no. 100012, 2020.
  9. NZ Gurel, MT Wittbrodt, H Jung, MH Shandhi, EG Driggers, SL Ladd, M Huang, YA Ko, L Shallenberger, JA Nye, BD Pearce, V Vaccarino, AJ Shah, OT Inan, JD Bremner, "Transcutaneous Cervical Vagal Nerve Stimulation Reduces Sympathetic Responses to Stress in Posttraumatic Stress Disorder: A Double-Blind, Randomized, Sham Controlled Trial", Neurobiology of Stress, v. 13, no. 100264, 2020.
  10. G. C. Ozmen, M. Safaei, L. Lan, and O. T. Inan, "A Novel Accelerometer Mounting Method for Sensing Performance Improvement in Acoustic Measurements from the Knee," ASME Journal of Vibration and Acoustics, v. 143, no. 3, 2020.
  11. Xia, Z., Shandhi, M.M.H., Li, Y., Inan, O.T. and Zhang, Y.,  "The Delineation of Fiducial Points for Non-contact Radar Seismocardiogram Signals without Concurrent ECG,"  IEEE Journal of Biomedical and Health Informatics (J-BHI), v. 25, no. 4, pp. 1031-1040, 2020.
  12. Shandhi, M.M.H., Bartlett, W.H., Heller, J.A., Etemadi, M., Young, A., Ploetz, T. and Inan, O., "Estimation of Instantaneous Oxygen Uptake during Exercise and Daily Activities using a Wearable Cardio-Electromechanical and Environmental Sensor," IEEE Journal of Biomedical and Health Informatics (J-BHI), v. 25, no. 3, pp. 634-646, 2020.
  13. MT Wittbrodt, NZ Gurel, JA Nye, SL Ladd, AJ Shah, MH Shandhi, M Huang, Z Alam, BD Pearce, N Murrah, YA Ko, L Shallenberger, V Vaccarino, OT Inan, JD Bremner, "Non-Invasive Vagal Nerve Stimulation Decreases Brain Activity During Trauma Scripts," Brain Stimulation, v. 13, no. 5, pp. 1333-1348, 2020.
  14. N. Bolus, H.-K. Jeong, B. Blaho, M. Safaei, A. Young, and O. T. Inan, "Fit to Burst: Noninvasive Estimation of Achilles Tendon Load Using Burst Vibrations," IEEE Transactions on Biomedical Engineering, v. 68, no. 2, pp. 470-481, 2020.
  15. S. Sheikh, A. Shah, O. Levantsevych, M. Soudan, M. Alkhalaf, A. Rad, O. T. Inan, and G. D. Clifford, "An Open-Source Automated Algorithm for Removal of Noisy Beats for Accurate Impedance Cardiogram Analysis," Physiological Measurement, v. 41, no. 7, 2020.
  16. Shandhi, M.M.H., Hersek, S., Fan, J., Sander, E., Marco, T.D., Heller, J.A., Etemadi, M., Klein, L. and Inan, O., "Wearable Patch Based Estimation of Oxygen Uptake and Assessment of Clinical Status during Cardiopulmonary Exercise Testing in Patients with Heart Failure," Journal of Cardiac Failure, v. 26, no. 11, pp. 948-958, 2020.
  17. C. Teague, J. A. Heller, B. Nevius, A. Carek, S. Mabrouk, F. Garcia-Vicente, O. T. Inan, and M. Etemadi, "A Wearable Multimodal Sensing System to Monitor Knee Joint Health," IEEE Sensors Journal, v. 20, no. 18, pp. 10323-10334, 2020.
  18. D. C. Whittingslow, L. Orlandic, T. Gergely, S. Prahalad, O. T. Inan, and S. Abramowicz, "Acoustic Emissions of the Temporomandibular Joint in Children: Proof of Concept," Frontiers of Oral and Maxillofacial Medicine, v. 2, 2020.
  19. J. Zia, J. Kimball, C. Rozell, and O. T. Inan, "Harnessing the Manifold Structure of Cardiomechanical Signals for Physiological Monitoring during Hemorrhage," IEEE Transactions on Biomedical Engineering, v. 68, no. 6, pp. 1759-1767, 2020.
  20. Whittingslow DC, Zia J, Gharehbaghi S, Gergely T, Ponder LA, Prahalad S and Inan OT (2020) Knee Acoustic Emissions as a Digital Biomarker of Disease Status in Juvenile Idiopathic Arthritis. Front. Digit. Health 2:571839.
  21. A. H. Gazi, N. Z. Gurel, K. L. S. Richardson, M. T. Wittbrodt, A. J. Shah, V. Vaccarino, J. D. Bremner, and O. T. Inan, “Digital Cardiovascular Biomarker Responses to Transcutaneous Cervical Vagus Nerve Stimulation: State-Space Modeling, Prediction, and Simulation,” JMIR Mhealth Uhealth, v. 8, no. 9, e20488, 2020.
  22. D. M. Hochman, S. Gharehbaghi, D. C. Whittingslow, O. T. Inan. “A Pilot Study to Assess the Reliability of Sensing Joint Acoustic Emissions of the Wrist,” Sensors, v. 20, no. 15, 4240, 2020.
  23. O. T. Inan, P. Tenaerts, S. A. Prindiville, H. R. Reynolds, D. S. Dizon, K. Cooper-Arnold, M. Turakhia, M. J. Pletcher, K. L. Preston, H. M. Krumholz, B. M. Marlin, K. D. Mandl, P. Klasnja, B. Spring, E. Iturriaga, R. Campo, P. Desvigne-Nickens, Y. Rosenberg, S. R. Steinhubl, and R. M. Califf, "Digitizing Clinical Trials," npj Digital Medicine, v. 3, no. 101, 2020.
  24. J. Zia*, J. Kimball*, C. Rolfes, J.-O. Hahn, and O. T. Inan, "Enabling the Assessment of Trauma-Induced Hemorrhage via Smart Wearable Systems," Science Advances, v. 6, no. 30, eabb1708, 2020.
  25. NZ Gurel, H Jung, MT Wittbrodt, SL Ladd, AJ Shah, V Vaccarino, JD Bremner, OT Inan, “Automatic Detection of Target Engagement in Transcutaneous Cervical Vagal Nerve Stimulation for Traumatic Stress Triggers,” IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 24(7): 1917-1925, 2020.
  26. J Zia, J Kimball, S Hersek, OT Inan, "Modeling Consistent Dynamics of Cardiogenic Vibrations in Low-Dimensional Subspace," IEEE Journal of Biomedical and Health Informatics (J-BHI), v. 24, no. 7, pp. 1887 - 1898, 2020.
  27. B Semiz, S Hersek, MB Pouyan, C Partida, LB Arroyo, V Selby, G Wieselthaler, J Rehg, L Klein, and OT Inan, "Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis," IEEE Journal of Biomedical and Health Informatics (J-BHI), v. 24, no. 7, pp. 1899-1906, 2020.
  28. J. Kim, T. Wichmann, O. T. Inan, and S. P. DeWeerth, "A Wearable System for Attenuating Essential Tremor Based on Peripheral Nerve Stimulation," IEEE Journal of Translational Engineering in Health and Medicine, v. 8, pp. 1-11, 2020.
  29. S Hersek, B Semiz, MMH Shandhi, L Orlandic, and OT Inan, “A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning,” IEEE Journal of Biomedical and Health Informatics (J-BHI), v. 24, no. 5, pp. 1296-1309, 2020.
  30. Gurel NZ, Huang M, Wittbrodt MT, Jung H, Ladd SL, Shandhi MM, Ko YA, Shallenberger L, Nye JA, Pearce B, Vaccarino V, Shah AJ, Bremner JD, Inan OT, "Quantifying Acute Physiological Biomarkers of Transcutaneous Cervical Vagal Nerve Stimulation in the Context of Psychological Stress," Brain Stimulation: Basic, Translational, and Clinical Research in Neuromodulation, v. 13, no. 1, pp. 47-59, 2020.
  31. VB Aydemir, S Nagesh, MMH Shandhi, J Fan, L Klein, OT Inan, JM Rehg, "Classification of Decompensated Heart Failure from Clinical and Home Ballistocardiography," IEEE Transactions on Biomedical Engineering, v. 67, no. 5, pp. 1303-1313, 2020.
  32. P. Gupta, M. J. Moghimi, Y. Jeong, D. Gupta, O. T. Inan, and F. Ayazi, "Precision Wearable Accelerometer Contact Microphone for Longitudinal Monitoring of Mechano-Acoustic Cardiopulmonary Signals," npj Digital Medicine, v. 3, no. 19, 2020.
  33. DC Whittingslow, HK Jeong, VG Ganti, J Kirkpatrick, GF Kogler, OT Inan, “Acoustic Emissions as a Non-Invasive Biomarker of the Structural Health of the Knee,” Annals of Biomedical Engineering, v. 48, no. 1, pp. 225-235, 2020.
  34. JD Bremner, MT Wittbrodt, AJ Shah, BD Pearce, NZ Gurel, OT Inan, P Raggi, TT Lewis, AA Quyyumi, V Vaccarino , ”Confederates in the Attic: Posttraumatic Stress Disorder, Cardiovascular Disease, and the Return of Soldiers Heart”, Journal of Nervous and Mental Disease, v. 208, no. 3, pp. 171-180, 2020.
  35. J Zia, J Kimball, S Hersek, MMH Shandhi, B Semiz, OT Inan, “A Unified Framework for Quality Indexing and Classification of Seismocardiogram Signals,” IEEE Journal of Biomedical and Health Informatics, v. 24, no. 4, p. 1080-1092, 2020.
  36. S Mabrouk, S Hersek, HK Jeong, DC Whittingslow, VG Ganti, P Wolkoff, OT Inan, "Robust Longitudinal Ankle Edema Assessment Using Wearable Bioimpedance Spectroscopy," IEEE Transactions on Biomedical Engineering, v. 67, no. 4, pp. 1019-1029, 2020.
  37. A. M. Carek, H. Jung, and O. T. Inan, "A Reflective Photoplethysmogram Array and Channel Selection Algorithm for Weighing Scale Based Blood Pressure Measurement," IEEE Sensors Journal, v. 20, no. 7, pp. 3849-3858, 2020.
  38. Y. Yao, Z. Ghasemi, H. Ashouri, M. M. H. Shandhi, L. Xu, R. Mukkamala, O. T. Inan, and J.-O. Hahn, "Instrument-Dependent Variability in Ballistocardiogram Morphology: Force Plate versus Weighing Scale," IEEE Journal of Biomedical and Health Informatics (J-BHI), v. 24, no. 1, pp. 69-78, 2020.

2019

  1. N Sebkhi, N Sahadat, S Hersek, A Bhavsar, S Siahpoushan, M Ghovanloo, OT Inan, “A Deep Neural Network-Based Permanent Magnet Localization for Tongue Tracking,” IEEE Sensors, v. 19, no. 20, pp. 9324-9331, 2019.
  2. PK Dehkordi, F Khosrow-Khavar, M Di Rienzo, O T Inan, SE Schmidt, A Blaber, K Sorensen, JJ Struijk, V Zakeri, P Lombardi, MMH Shandhi, M Borairi, JM Zanetti, K Tavakolian, “Comparison of Different Methods for Estimating Cardiac Timings: A Comprehensive Multimodal Echocardiography Investigation,” Frontiers in Physiology, 10:1057, doi: 10.3389/fphys.2019.01057, 2019.
  3. Y. Jia, S. A. Mirbozorgi, B. Lee, W. Khan, F. Madi, O. T. Inan, A. Weber, W. Li, and M. Ghovanloo, "A mm-Sized Free-Floating Wirelessly-Powered Implantable Optical Stimulation Device," IEEE Transactions on Biomedical Circuits and Systems, v. 13, no. 4, pp. 608-618, 2019.
  4. Y. Jia, S. A. Mirbozorgi, P. Zhang, O. T. Inan, W. Li, M. Ghovanloo, "A Dual-Band Wireless Power Transmission System for Evaluating mm-Sized Implants," IEEE Transactions of Biomedical Circuits and Systems, v. 13, no. 4, pp. 595-607, 2019.
  5. NZ Gurel, AM Carek, OT Inan, O Levantsevych, N Abdelhadi, M Hammadah, WT O'Neal, H Kelli, K Wilmot, L Ward, S Rhodes, BD Pearce, PK Mehta, M Kutner, E Garcia, A Quyyumi, V Vaccarino, P Raggi, JD Bremner, AJ Shah, ”Comparison of Autonomic Stress Reactivity in Young Healthy versus Aging Subjects with Heart Disease”, PLOS ONE, 14(5): e0216278, 2019.
  6. AO Bicen, DC Whittingslow, OT Inan, "Template-Based Statistical Modeling and Synthesis for Noise Analysis of Ballistocardiogram Signals: A Cycle-Averaged Approach," IEEE Journal of Biomedical and Health Informatics, v. 23, no. 4, pp. 1516-1525, 2018.
  7. M. M. H. Shandhi, B. Semiz, S. Hersek, N. Goller, F. Ayazi, and O. T. Inan, "Performance Analysis of Gyroscope and Accelerometer Sensors for Seismocardiography-Based Wearable Pre-Ejection Period Estimation," IEEE Journal of Biomedical and Health Informatics, v. 23, no. 6, pp. 2365-2374.
  8. N. B. Bolus, H.-K. Jeong, D. Whittingslow, and O. T. Inan, "A Glove-Based Form Factor for Collecting Joint Acoustical Emissions: Design and Validation," Sensors, v. 19, no. 2, 2683, 2019.
  9. M. R. Ahmed, Y. Zhang, Z. Feng, B. Lo, O. T. Inan, and H. Liao, "Neuroimaging and Machine Learning for Dementia Diagnosis: Recent Advancements and Future Prospects," IEEE Reviews in Biomedical Engineering, v. 12, pp. 19-33, 2019.
  10. N. Z. Gurel*, H. Jung*, S. Hersek, and O. T. Inan, “Fusing Near-Infrared Spectroscopy with Wearable Hemodynamic Measurements Improves Classification of Mental Stress,” IEEE Sensors Journal, v. 19, no. 19, pp. 8522-8531, 2019.

2018

  1. H.-K. Jeong, D. Whittingslow, and O. T. Inan, “b-Value: A Potential Biomarker for Assessing Knee Joint Health using Acoustical Emission Sensing,” IEEE Sensors Letters, v. 2, no. 4, pp. 1-4, 2018.
  2. B. Semiz, S. Hersek, D. Whittingslow, L. Ponder, S. Prahalad, and O. T. Inan, “Using Knee Acoustical Emissions for Sensing Joint Health in Patients with Juvenile Idiopathic Arthritis: A Pilot Study,” IEEE Sensors Journal, v. 18, no. 22, pp. 9128-9136, 2018.
  3. T. Wehbe, V. J. Mooney, O. T. Inan, and D. C. Keezer, “Securing Medical Devices Against Hardware Trojan Attacks Through Analog, Digital and Physiological Based Signatures,” Journal of Hardware and Systems Security, v. 2, no. 3, pp. 251-265, 2018.
  4. Z. Xia, M. M. H. Shandhi, O. T. Inan, and Y. Zhang, “Non-Contact Sensing of Seismocardiogram Signals Using Microwave Doppler Radar,” IEEE Sensors Journal, v. 18, no. 14, pp. 5956-5964, 2018.
  5. A. O. Bicen, L. West, L. Cesar, and O. T. Inan, “Toward Non-Invasive and Automatic Intravenous Infiltration Detection: Evaluation of Bioimpedance and Skin Strain in a Pig Model,” IEEE Journal of Translational Engineering in Health and Medicine, v. 6, 2018.
  6. B. Henley, M. Shokouhi, A. Mahajan, O. T. Inan, and I. Hajjar, “Cardiovascular response to mental stress in mild cognitive impairment and its association with cerebral perfusion,” Journal of Alzheimer’s Disease, v. 63, no. 2, pp. 645-654, 2018.
  7. C. S. Kim, A. M. Carek, O. T. Inan, R. Mukkamala, and J.-O. Hahn, “Ballistocardiogram-Based Approach to Cuff-Less Blood Pressure Monitoring: Proof-of-Concept and Potential Challenges,” IEEE Transactions on Biomedical Engineering, v. 65, no. 11, pp. 2384-2391, 2018.
  8. S. Hersek, M. Baran Pouyan, C. N. Teague, M. N. Sawka, M. L. Millard-Stafford, G. F. Kogler, P. Wolkoff, and O. T. Inan, "Acoustical Emission Analysis by Unsupervised Graph Mining: A Novel Biomarker of Knee Health Status," IEEE Transactions on Biomedical Engineering, v. 65, no. 6, pp. 1291-1300, 2018.
  9. H.-K. Jeong, M. Baran Pouyan, D. C. Whittingslow, V. Ganti, and O. T. Inan, “Quantifying the Effects of Increasing Mechanical Stress on Knee Acoustical Emissions Using Unsupervised Graph Mining,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 26, no. 3, pp. 594-601, 2018.
  10. O. T. Inan, D. C. Whittingslow, C. N. Teague, S. Hersek, M. Baran Pouyan, M. Millard-Stafford, G. F. Kogler, and M. N. Sawka, "Wearable Knee Health System Employing Novel Physiological Biomarkers," Journal of Applied Physiology, v. 124, no. 3, pp. 537-547, 2018.
  11. M. Etemadi and O. T. Inan, "Wearable Ballistocardiogram and Seismocardiogram Systems for Health and Performance," Journal of Applied Physiology, v. 124, no. 2, pp. 452-461, 2018.
  12. H. Ashouri, S. Hersek, and O. T. Inan, "Universal Pre-Ejection Period Estimation using Seismocardiography: Quantifying the Effects of Sensor Placement and Regression Algorithms," IEEE Sensors Journal, vol. 18, no. 4, pp. 1665-1674, February 2018.
  13. O. T. Inan, M. B. Pouyan, A. Q. Javaid, S. Dowling, M. Etemadi, A. Dorier, J. A. Heller, A. O. Bicen, S. Roy, T. De Marco, L. Klein, “Novel Wearable Seismocardiography and Machine Learning Algorithms can Assess Clinical Status of Heart Failure Patients,” Circulation: Heart Failure, vol. 11, no. 1, pp. e004313, January 2018.

2017

  1. C. Zhang, A. Waghmare, P. Kundra, Y. Pu, S. Gilliland, T. Ploetz, T. E. Starner, O. T. Inan, and G. D. Abowd, “FingerSound: Recognizing unistroke thumb gestures using a ring,” Proceedings of the ACM on Interactive Mobile, Wearable, and Ubiquitous Technology (IMWUT), v. 1, no. 3, 2017.
  2. A. M. Carek, J. Conant, A. Joshi, H. Kang, O. T. Inan, “SeismoWatch: Wearable Cuffless Blood Pressure Monitoring using Pulse Transit Time,” Proceedings of the ACM on Interactive Mobile, Wearable, and Ubiquitous Technology (IMWUT), v. 1, no. 3, 2017.
  3. N. B. Bolus, C. N. Teague, O. T. Inan, and G. F. Kogler, “Instrumented Ankle-Foot Orthosis (iAFO): Towards a Diagnostic Tool for Patient-Specific Optimization of Orthotic Stiffness,” IEEE/ASME Transactions on Mechatronics, v. 22, no. 6, pp. 2492-2501, 2017.
  4. S. Hersek, C. N. Teague, M. L. Millard-Stafford, H.-K. Jeong, M. Bavare, P. Wolkoff, M. N. Sawka, and O. T. Inan, “Wearable Vector Electrical Bioimpedance System to Assess Knee Joint Health,” IEEE Transactions on Biomedical Engineering, vol. 64, no. 10, pp. 2353-2360, October 2017.
  5. A. M. Carek and O. T. Inan, “Robust Sensing of Distal Pulse Waveforms on a Modified Weighing Scale for Ubiquitous Pulse Transit Time Measurement,” IEEE Transactions on Biomedical Circuits and Systems, vol. 11, no. 4, pp. 765-772, August 2017.
  6. A. O. Bicen, N. Z. Gurel, A. Dorier, and O. T. Inan, “Improved Pre-Ejection Period Estimation from Ballistocardiogram and Electrocardiogram Signals by Fusing Multiple Timing Interval Features,” IEEE Sensors Journal, vol. 17, no. 13, pp. 4172-4180, July 2017.
  7. C. Zhang, Q. Xue, A. Waghmare, S. Jain, Y. Pu, J. Conant, S. Hersek, K. Lyons, K. A. Cunefare, O. T. Inan, and G. D. Abowd, "SoundTrak: Continuous 3D tracking of a finger using active acoustics," Proc. of the ACM on Interactive Mobile, Wearable, and Ubiquitous Technology (IMWUT), vol. 1, no. 2, article no. 30, June 2017.
  8. H. Ashouri, and O. T. Inan, “Automatic Detection of Seismocardiogram Sensor Misplacement for Robust Pre-Ejection Period Estimation in Unsupervised Settings,” IEEE Sensors Journal, vol. 17, no. 12, pp. 3805-3813, June 2017.
  9. A. Q. Javaid, H. Ashouri, M. Etemadi, J. A. Heller, S. Roy, and O. T. Inan, “Quantifying and Reducing Motion Artifacts in Wearable Ballistocardiogram Measurements during Walking to Assess Left Ventricular Health,” IEEE Transactions on Biomedical Engineering, vol. 64, no. 6, pp. 1277-1286, June 2017.
  10. A. D. Wiens, A. Johnson, and O. T. Inan, “Wearable Sensing of Cardiac Timing Intervals from Cardiogenic Limb Vibration Signals,” IEEE Sensors, v. 17, no. 5, pp. 1463-1470, March 2017.
  11. C. Zhang, S. Hersek, Y. Pu, T. E. Starner, G. D. Abowd, and O. T. Inan, "Bioacoustics-based human body mediated communication," IEEE Computer, v. 50, no. 2, pp. 36-46, February 2017.

2016

  1. S. L.-O. Martin, A. M. Carek, C.-S. Kim, H. Ashouri, O. T. Inan, J.-O. Hahn, and R. Mukkamala, “Weighing Scale-Based Pulse Transit Time is a Superior Marker of Blood Pressure than Conventional Pulse Arrival Time,” Scientific Reports, v. 6, 2016.
  2. C.-S. Kim, S. Ober, M. S. McMurtry, B. Finegan, O. T. Inan, R. Mukkamala, and J.-O. Hahn, "Ballistocardiogram: Mechanism and Potential for Unobtrusive Cardiovascular Health Monitoring," Scientific Reports, v. 6, 2016.
  3. H. Toreyin, H.-K. Jeong, S. Hersek, C. N. Teague, and O. T. Inan, "Quantifying the Consistency of Wearable Knee Acoustical Emission Measurements during Complex Motions," IEEE Journal of Biomedical and Health Informatics, v. 20, no. 5, pp. 1265-1272, 2016.
  4. C. Wick, W. Auffermann, A. Shah, O. T. Inan, P. Bhatti, and S. Tridandapani, “Echocardiography as an indication of continuous-time cardiac quiescence,” IOP Physics in Medicine and Biology, v. 61, no. 14, pp. 5297-5310, 2016.
  5. C. N. Teague, S. Hersek, H. Toreyin, M. L. Millard-Stafford, M. L. Jones, G. F. Kogler, M. N. Sawka, and O. T. Inan, “Novel Methods for Sensing Acoustical Emissions from the Knee for Wearable Joint Health Assessment,” IEEE Transactions on Biomedical Engineering, v. 63, no. 8, pp. 1581-1590, 2016.
  6. H. Ashouri, L. Orlandic, and O. T. Inan, “Unobtrusive Estimation of Cardiac Contractility and Stroke Volume Changes using Ballistocardiogram Measurements on a High Bandwidth Force Plate,” Sensors, v. 16, no. 6, p. 787, 2016.
  7. A. Q. Javaid, H. Ashouri, S. Tridandapani, and O. T. Inan, “Examining the Hemodynamic Origin of Ballistocardiographic Forces: Towards Improved Monitoring of Cardiovascular Health at Home,” IEEE Journal of Translational Engineering in Health and Medicine, v. 4, 2016.
  8. H. Toreyin, S. Hersek, C. Teague, and O. T. Inan, “A Proof-of-Concept System to Analyze Joint Sounds in Real Time for Knee Health Assessment in Uncontrolled Settings,” IEEE Sensors Journal, v. 16, no. 9, 2892-2893, 2016.
  9. S. Hersek, H. Toreyin, and O. T. Inan, "A Robust System for Longitudinal Knee Joint Edema and Blood Flow Assessment Based on Vector Bioimpedance Measurements," IEEE Transactions on Biomedical Circuits and Systems, v. 10, no. 3, pp. 545-555, 2016.
  10. M. Etemadi, O. T. Inan, J. A. Heller, S. Hersek, L. Klein, and S. Roy, "A wearable patch to enable long-term environmental, activity, and hemodynamic monitoring," IEEE Transactions on Biomedical Circuits and Systems, v. 10, no. 2, pp. 280-288, 2016.

2015

  1. A. D. Wiens, A. M. Carek, and O. T. Inan, "Sternal Vibrations Reflect Hemodynamic Changes during Head-Out Immersion: A Preliminary Demonstration of Underwater Wearable Ballistocardiography," Journal of the Acoustical Society of America Express Letters (JASA-EL), v. 138, pp. EL342-346, 2015.
  2. C. S. Kim, A. M. Carek, R. Mukkamala, O. T. Inan, and J. O. Hahn, "Ballistocardiogram as a Proximal Timing Reference for Pulse Transit Time Measurement: Potential for Cuffless Blood Pressure Monitoring," IEEE Transactions on Biomedical Engineering, v. 65, no. 11, pp. 2657-2664. (This article was featured in the Editor's Choice section of Science Translational Medicine, "Monitoring blood pressure with your bathroom scale," T. Heldt, v. 7, no. 292, 2015.)
  3. R. Mukkamala, J. O. Hahn, O. T. Inan, L. K. Mestha, C. S. Kim, H. Toreyin, and S. Kyal, "Towards Ubiquitous Blood Pressure Monitoring via Pulse Transit Time: Theory and Practice," IEEE Transactions on Biomedical Engineering, v. 62, no. 8, pp. 1879-1901, 2015. (This article was featured by IEEE TBME on the website and in the newsletter.)
  4. A. Q. Javaid, A. D. Wiens, N. F. Fesmire, M. A. Weitnauer, and O. T. Inan, "Quantifying and Reducing Posture-Dependent Distortion in Ballistocardiogram Measurements," IEEE Journal of Biomedical and Health Informatics, v. 19, no. 5, pp. 1549-1556, 2015.
  5. A. D. Wiens, O. T. Inan, "A Novel System Identification Technique for Improved Wearable Hemodynamics Assessment," IEEE Transactions on Biomedical Engineering, v. 62, no. 5, pp. 1345-1354, 2015.
  6. C. Wick, J. H. McClellan, O. T. Inan, and S. Tridandapani, “Seismocardiography-Based Detection of Cardiac Quiescence for Cardiac Computed Tomography Angiography,” IEEE Transactions on Biomedical Engineering, v. 62, no. 8, pp. 2025-2032, 2015.
  7. A. D. Wiens, M. Etemadi, S. Roy, L. Klein, and O. T. Inan, “Towards continuous, non-invasive assessment of ventricular function and hemodynamics: Wearable ballistocardiography,” IEEE Journal of Biomedical and Health Informatics, v. 19, no. 4, pp. 1435-1442, 2015.
  8. O. T. Inan, P.-F. Migeotte, K.-S. Park, M. Etemadi, K. Tavakolian, J. M. Zanetti, I. Funtova, J. Tank, G. K. Prisk, and M. Di Rienzo, “Ballistocardiography and seismocardiography: A review of recent advances,” IEEE Journal of Biomedical and Health Informatics, v. 19, no. 4, pp. 1414-1427, 2015.

Before 2014

  1. B. Dura, M. Q. Chen, O. T. Inan, G. T. A. Kovacs, and L. Giovangrandi, “High-Frequency Electrical Stimulation of Cardiac Cells and Application to Artifact Reduction,” IEEE Transactions on Biomedical Engineering, v. 59, no. 5, pp. 1381-1390, 2012.
  2. K. Chan, O. T. Inan, S. Bhattacharya, and O. Marcu, “Estimating the speed of Drosophila locomotion using an automated behavior detection and analysis system,” Fly, v. 6, no. 3, 2012.
  3. O. T. Inan, D. Park, G. T. A. Kovacs, and L. Giovangrandi, “Non-Invasive Measurement of Physiological Signals on a Modified Home Bathroom Scale,” IEEE Transactions on Biomedical Engineering, v. 59, no. 8, pp. 2137-2143, 2012.
  4. K. Pandia, O. T. Inan, G. T. A. Kovacs, and L. Giovangrandi, “Extracting respiratory information from seismocardiogram signals acquired on the chest using a miniature accelerometer,” IOP Physiological Measurement, v. 33, no. 10, pp. 1643-1660, 2012.
  5. R. M. Wiard, O. T. Inan, B. Argyres, M. Etemadi, G. T. A. Kovacs, and L. Giovangrandi, "Automatic Detection of Motion Artifacts in the Ballistocardiogram Measured on a Modified Bathroom Scale," Medical and Biological Engineering and Computing, v. 49, no. 2, pp. 213-220, 2011.
  6. O. T. Inan, O. Marcu, M. E. Sanchez, S. Bhattacharya, and G. T. A. Kovacs, "A Portable System for Monitoring the Behavioral Activity of Drosophila," Journal of Neuroscience Methods, v. 202, no. 1, pp. 45-52, 2011.
  7. M. Etemadi, O. T. Inan, L. Giovangrandi, and G. T. A. Kovacs, "Rapid Assessment of Cardiac Contractility on a Home Bathroom Scale," IEEE Transactions on Information Technology in Biomedicine, v. 15, no. 6, pp. 864-869, 2011.
  8. O. T. Inan, M. Etemadi, B. Widrow, and G. T. A. Kovacs, "Adaptive cancellation of floor vibrations in standing ballistocardiogram measurements using a seismic sensor as a noise reference," IEEE Transactions on Biomedical Engineering, v. 57, no. 3, pp. 722-727, 2010.
  9. O. T. Inan and G. T. A. Kovacs, "An 11 micro-Watt, Transimpedance-Based Biosignal Amplifier with Active Current Feedback Stabilization," IEEE Transactions on Biomedical Circuits and Systems, v. 4, no. 2, pp. 93-100, 2010.
  10. O. T. Inan and G. T. A. Kovacs, "A Low-Noise AC-Bridge Amplifier for Ballistocardiogram Measurement on an Electronic Weighing Scale," IOP Physiological Measurement, v. 31, no. 7, pp. N51-59, 2010.
  11. O. T. Inan, G. T. A. Kovacs, and L. Giovangrandi, "Evaluating the Lower-Body Electromyogram Signal Acquired from the Feet as a Noise Reference for Standing Ballistocardiogram Measurements," IEEE Transactions on Information Technology in Biomedicine, v. 14, no. 5, pp. 1188-1196, 2010.
  12. O. T. Inan, M. Etemadi, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, "Robust ballistocardiogram acquisition for home monitoring," IOP Physiological Measurement, v. 30, no. 2, pp. 169-185, 2009.
  13. O. T. Inan, M. Etemadi, A. Paloma, L. Giovangrandi, and G. T. A. Kovacs, "Non-invasive cardiac output trending during exercise recovery on a bathroom scale-based ballistocardiograph," IOP Physiological Measurement, v. 30, no. 3, pp. 261-274, 2009.
  14. O. T. Inan, M. Etemadi, M. E. Sanchez, O. Marcu, S. Bhattacharya, and G. T. A. Kovacs, "A Miniaturized Video System for Tracking the Locomotor Activity of Walking Drosophila Melanogaster in Space and Terrestrial Settings," IEEE Transactions on Biomedical Engineering, v. 56, no. 2, pp. 522-524, 2009.
  15. O. T. Inan, L. Giovangrandi, and G. T. A. Kovacs, "Robust Neural-Network Based Classification of Premature Ventricular Contractions Using Wavelet Transform and Timing Interval Features," IEEE Transactions on Biomedical Engineering, v. 53, no. 12, pp. 2507-2515, 2006.

2024

  1. V. Abbaraju, S. K. Bashar, A. Nawar, F. N. Rahman, T. P. Lambert, A. H. Gazi, J. D. Bremner, and O. T. Inan, “Investigating Ultra-Short-Term Heart Rate Variability as an Indicator of Craving in Recently Treated Patients with Opioid Use Disorders,” 45th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Orlando, FL, 2024.
  2. A. Nawar, J. A. Sanchez-Perez, F. N. Rahman, A. H. Gazi, M. Chan, C. Ziegler, O. Daaboul, G. Haddad, O. A. Al-Abboud, H. Ahmed, N. Murrah, V. Vaccarrino, A. J. Shah, and O. T. Inan, “Capturing Physiological Correlates of Stress-Induced Blood Pressure Elevation Using a Multimodal Wearable Sensing Patch in Patients with a History of Myocardial Infarction,” 45th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Orlando, FL, 2024.
  3. S. M. Shahrbabak, O. T. Inan, and J.-O. Hahn, “Cardiovascular Response to Cold Water Immersion and Rewarming,” 45th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Orlando, FL, 2024.
  4. Y. Zhou, J. Parreira, S. M. Shahrbabak, J. A. Sanchez-Perez, F. N. Rahman, A. H. Gazi, O. T. Inan, and J.-O. Hahn, “A Synthetic Multi-Modal Variable to Capture Cardiovascular Responses to Acute Mental Stress and Transcutaneous Median Nerve Stimulation,” 45th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Orlando, FL, 2024.
  5. J. A. Sanchez-Perez, S. Mabrouk, and O. T. Inan, “A Multi-Resolution Approach to the Assessment of Pleural Effusion in a Pig Model using Multi-Frequency Transthoracic Bioimpedance,” IEEE Body Sensor Networks (BSN) Conference, Chicago, IL, 2024.
  6. A. H. Gazi, M. Chan, H.-L. Hsu, J. D. Bremner, C. J. Rozell, and O. T. Inan, “StressFADS: Learning Latent Autonomic Factors of Stress in the Context of Trauma Recall and Neuromodulation,” IEEE Body Sensor Networks (BSN) Conference, Chicago, IL, 2024.
  7. F. N. Rahman, P. S. Bindra, A. Nawar, H. T. Crane, J. A. Berkebile, J. A. Sanchez-Perez, S. Mabrouk, A. H. Gazi, J.-O. Hahn, and O. T. Inan, “Live Demonstration: A Wearable Closed-Loop System for Acute Stress Detection and Mitigation,” IEEE Sensors Conference, Kobe, Japan, 2024.
  8. F. N. Rahman, P. S. Bindra, A. Nawar, J. A. Sanchez-Perez, H. T. Crane, J. A. Berkebile, A. H. Gazi, J.-O. Hahn, and O. T. Inan, “Towards Wearable Acute Stress Detection and Mitigation via Real-Time Photoplethysmogram Feature Detection,” IEEE Sensors Conference, Kobe, Japan, 2024.

2023

  1. A. H. Gazi, J. A. Sanchez-Perez, S. Natarajan, M. Chan, M. Nikbakht, D. J. Lin, J. D. Bremner, J.-O. Hahn, O. T. Inan, and C. J. Rozell, “Leveraging Physiological Markers to Quantify the Transient Effects of Traumatic Stress and Non-Invasive Neuromodulation,” 44th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Sydney, Australia, 2023.
  2. A. Nawar, A. H. Gazi, M. Chan, J. A. Sanchez-Perez, F. N. Rahman, C. Ziegler, O. Daaboul, G. Haddad, O. A. Al-Abboud, H. Ahmed, N. Murrah, V. Vaccarino, A. J. Shah, and O. T. Inan, “Towards Quantifying Stress in Patients with a History of Myocardial Infarction: Validating ECG-Derived Patch Features,” 44th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Sydney, Australia, 2023.
  3. A. H. Gazi, C. J. Rozell, S. An, S. Natarajan, J. A. Sanchez-Perez, J. D. Bremner, J.-O. Hahn, and O. T. Inan, “Latent State-Space Modeling of Physiological Responses to Non-Invasive Vagus Nerve Stimulation and Traumatic Stress,” InterfaceRice, Houston, TX, 2023.
  4. N. Sebkhi, A. Bhavsar, M. McCoy, and O. T. Inan, “Technical Validation of Kinemo, a Wearable Alternative Controller for Smart Control and Power Wheelchair Driving,” Rehabilitation Engineering and Assistive Technology Society of North America (RESNA) Conference, New Orleans, LA, 2023.
  5. R. H. Goel, Q. Goossens, O. T. Inan, and A. Premkumar, “Non-Invasive Active Acoustics as Biomarkers of Early Periprosthetic Joint Effusions, a Cadaveric Study,” 40th Annual Meeting of the Southern Orthopaedic Association, Miramar Beach, FL, 2023.
  6. Q. Goossens, M. Locsin, E. Moise, L. A. Ponder, O. T. Inan, and S. Prahalad, “Active Joint Acoustic Sensing: A Digital Biomarker of Inflammatory Achilles Tendon Involvement in Enthesitis Related Arthritis,” 12th Annual Southeastern Pediatric Research Conference, Atlanta, GA, 2023.
  7. M. Nikbakht, D. J. Lin, and O. T. Inan, “Learning Seismocardiogram Beat Denoising Without Clean Data,” IEEE Biomedical and Health Informatics (BHI) Conference, Pittsburgh, PA, 2023.
  8. A. H. Gazi, J. A. Sanchez-Perez, M. Chan, M. Nikbakht, D. J. Lin, S. Natarajan, J. D. Bremner, J.-O. Hahn, O. T. Inan, and C. J. Rozell, “Physiological Markers Reveal Confounding Effects of Apprehension and Habituation During Stress Protocol,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  9. S. Mabrouk, J. A. Sanchez-Perez, N. Beydoun, A. Hooda, A. Ondiveerappan, A. A. Quyyumi, and O. T. Inan, “Validating Continuous Ankle Bioimpedance as a Biomarker for Fluid Status in Acute Congestive Heart Failure,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  10. J. A. Sanchez-Perez, A. H. Gazi, S. Mabrouk, F. N. Rahman, A. Seith, G. Saks, S. Sundararaj, R. Erbrick, A. B. Harrison, M. Modak, J.-O. Hahn, and O. T. Inan, “Characterizing Signal Quality of Three Common Respiratory Sensing Modalities in the Context of Stress and Peripheral Nerve Stimulation,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  11. J. M. Cook, S. Mabrouk, and O. T. Inan, “Designing a High Input-Impedance Buffer for Dry-Electrode Bioimpedance Analysis,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  12. C. Nichols, H. T. Crane, D. Ewart, and O. T. Inan, “Combining Knee Acoustic Emissions, Patient-Reported Measures, and Machine Learning to Predict Osteoarthritis Severity,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  13. G. C. Ozmen, C. Nichols, L. Lan, E. Moise, C. Sugino, A. Erturk, and O. T. Inan, “Wearable Active Vibration Sensing for Mid Activity Knee Health Assessment,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  14. D. J. Lin, M. Nikbakht, R. Lewis, A. Medda, and O. T. Inan, “Enabling Robust Detection of Cardiac Timing Intervals During Hemorrhage While in the Presence of Military Vehicle Vibrations,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  15. M. Nikbakht, Q. Goossens, G. C. Ozmen, M. Bibidakis, D. J. Lin, and O. T. Inan, “KneeMS: A Low-Cost Wireless Wearable System to Monitor Knee Acoustic Emissions,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
    (Best Paper Award for the conference.)
  16. M. Nikbakht, M. Chan, D. J. Lin, C. J. Nichols, M. Bibidakis, M. Soliman, and O. T. Inan, “SeismoNet: A Multi-Node Wireless Wearable Platform for Enhanced Physiological Sensing,” IEEE Body Sensor Networks (BSN) Conference, Boston, MA, 2023.
  17. J. A. Sanchez-Perez, S. Mabrouk, G. C. Ozmen, J. A. Berkebile, and O. T. Inan, “Towards Wearable-Based Lung Sound Intensity Assessment Leveraging Impedance Pneumography,” IEEE Sensors Conference, Vienna, Austria, 2023.
  18. J. A. Berkebile, J. A. Sanchez-Perez, G. C. Ozmen, and O. T. Inan, “Improving Tidal Volume Estimation via Fusion of Impedance Pneumography and Accelerometry,” IEEE Sensors Conference, Vienna, Austria, 2023.
  19. J. A. Berkebile, O. T. Inan, and P. A. Beach, “Evaluating Orthostatic Responses with Wearable Chest-Based Photoplethysmography in Patients with Parkinson’s Disease,” IEEE Sensors Conference, Vienna, Austria, 2023.
  20. Q. Goossens, M. Locsin, E. Moise, L. A. Ponder, O. T. Inan, and S. Prahalad, “Active Joint Acoustic Emissions on the Achilles Tendon: A Digital Biomarker of Enthesitis Related Arthritis,” American College of Rheumatology (ACR) Convergence, San Diego, CA, 2023.

2022

  1. S. Ravi, B. Cao, N. Sebkhi, A. Bhavsar, O. T. Inan, W. Xu, and J. Wang, “A wearable electromagnetic articulography (EMA) for silent speech interface,” Signal Analytics for Motor Speech Workshop at the Conference for Motor Speech, Charleston, SC, 2022.   
  2. V. G. Ganti, A. H. Gazi, S. An, V. Srivatsa, B. N. Nevius, C. J. Nichols, M. Fares, M. Abdulkarim, T. Hussain, O. T. Inan, and A. Tandon, “Seismocardiography-Based Monitoring of Stroke Volume for Congenital Heart Disease Patients,” 71st Annual American College of Cardiology (ACC) Scientific Sessions, Washington, DC, 2022.
  3. A. H. Gazi, H. Jung, J. Kimball, and O. T. Inan, “Enabling Robust Respiratory Effort Belt-Based Estimation of Respiratory Timings Using Quality Indexing and Electrocardiogram-Derived Respiration,” 44th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Glasgow, Scotland, 2022.
  4. G. C. Ozmen, C. J. Nichols, S. Mabrouk, J. Berkebile, Lan, and O. T. Inan, “Wearable Mid-Activity Measurement of Lower Limb Electrical Bioimpedance Estimates Vertical Ground Reaction Force Features,” 44th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Glasgow, Scotland, 2022.
  5. C. Johnson, Z. Rodriguez, A. Aljiffry, G. C. Ozmen, B. Seitter, K. Maher, and O. T. Inan, “Characterizing Audio Traits of Various Systemic to Pulmonary Connections in Ductal Dependent Infants,” 67th Annual American Society for Artificial Internal Organs (ASAIO) Conference, Chicago, IL, 2022.
  6. A. Mousavi, O. T. Inan, R. Mukkamala, and J. O. Hahn, “A Closed-Form Mathematical Model of the Ballistocardiogram,” 44th Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Glasgow, Scotland, 2022.
  7. V. G. Ganti, A. H. Gazi, S. An, V. Srivatsa, B. N. Nevius, C. J. Nichols, A. M. Carek, M. Fares, M. Abdulkarim, T. Hussain, F. G. Greil, M. Etemadi, O. T. Inan, and A. Tandon, “Toward Wearable Seismocardiography-Based Assessment of Stroke Volume in Congenital Heart Disease,” AIMed Conference, San Francisco, CA, 2022.
  8. Y. R. Chalumuri, J. P. Kimball, A. Mousavi, J. S. Zia, C. Rolfes, J. D. Parreira, O. T. Inan, and J.-O. Hahn, “Blood Volume Decompensation State Estimation via Machine Learning-Based Physiological Signal Analysis,” Military Health System Research Symposium (MHSRS), Kissimmee, FL, 2022.
  9. J. P. Kimball, J. S. Zia, S. An, C. Rolfes, J.-O. Hahn, M. N. Sawka, and O. T. Inan, “Preclinical Evaluation of Wearable Sensors and Artificial Intelligence for Continuous Estimation of Hypovolemic Status: Towards Closed-Loop Combat Casualty Care,” Military Health System Research Symposium (MHSRS), Kissimmee, FL, 2022.
  10. B. Cao, K. Teplansky, N. Sebkhi, A. Bhavsar, O. T. Inan, R. Samlan, T. Mau and J. Wang, “Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees,” Interspeech Conference, Incheon, Korea, 2022.
  11. M. M. H. Shandhi, J. Molinger, O. T. Inan, J. Dunn, and M. Fudim, “Comparison of Peripheral Tissue Oxygen Saturation between Patients with Heart Failure and Controls during a Submaximal Exercise Test: A Pilot Study,” Heart Failure Society of American (HFSA) Meeting, Washington DC, 2022.
  12. A. H. Gazi, A. B. Harrison, T. P. Lambert, M. Obideen, J. W. Welsh, V. Vaccarino, A. J. Shah, S. E. Back, C. J. Rozell, J. D. Bremner, and O. T. Inan, “Transcutaneous Cervical Vagus Nerve Stimulation Reduces Respiratory Variability in the Context of Opioid Withdrawal,” IEEE Conference on Biomedical and Health Informatics (BHI), Ionnina, Greece, 2022.
  13. F. Shahmiri, N. Sebkhi, A. Bhavsar, W. K. Edwards, and O. T. Inan, “Joint Angle Measurements Using Magnetic Sensing: A Feasibility Study,” IEEE Body Sensor Networks Conference (BSN), Ionnina, Greece, 2022.
  14. M. Nikbakht, D. J. Lin, A. H. Gazi, and O. T. Inan, “A Synthetic Seismocardiogram and Electrocardiogram Generator Phantom,” IEEE Sensors Conference, Dallas, TX, 2022.
  15. G. C. Ozmen, C. Nichols, Lan, E. Moise, C. Sugino, A. Erturk, and O. T. Inan, “Wearable Active Vibration Sensing for Mid Activity Knee Health Assessment,” IEEE Sensors Conference, Dallas, TX, 2022.
  16. E. Moise, S. Mabrouk, L. Ponder, S. Prahalad, and O. T. Inan, “Wearable Bioimpedance Sensing for Quantifying Knee Health in Juvenile Idiopathic Arthritis,” IEEE Sensors Conference, Dallas, TX, 2022.
    (Nominated for Best Student Paper Award for the conference.)
  17. A. H. Gazi, S. An, Natarajan, J. A. Sanchez-Perez, J. D. Bremner, J.-O. Hahn, C. J. Rozell, and O. T. Inan, “Latent State-Space Modeling of Physiological Responses to Non-Invasive Vagus Nerve Stimulation and Traumatic Stress,” IEEE Conference on Biomedical and Health Informatics (BHI), Ionnina, Greece, 2022.
  18. T. Crane, S. Mabrouk, and O. T. Inan, “A Resistor Network Optimization Algorithm Enabling Synthetic Bioimpedance Generation for Validating Wearable Sensing Systems,” IEEE Sensors Conference, Dallas, TX, 2022.
  19. S. Bhattacharya, M. Nikbakht, A. Alden, K. Ambani, P. Tan, T. A. Alhalimi, J. Wang, O. T. Inan, and N. Lu, “Dual-Mode Chest Wearable E-Tattoo for the Mobile Detection of Cardiac Time Intervals,” IEEE / ACM CHASE (International Conference on Connected Health: Applications, Systems, and Engineering Technologies), Washington, DC, 2022.
  20. J. A. Sanchez-Perez, S. Mabrouk, J. A. Berkebile, A. Esper, P. Yang, R. Kamaleswaran, and O. T. Inan, “Initial Validation of Multi-Frequency Patch-Based Impedance Pneumography in Hospital Settings,” IEEE Sensors Conference, Dallas, TX, 2022.
  21. M. Chan, A. H. Gazi, M. Soliman, K. L. Richardson, A. Abdallah, G. C. Ozmen, M. Nikbakht, and O. T. Inan, “Estimating Heart Rate from Seismocardiogram Signal using a Novel Deep Dominant Frequency Regressor,” IEEE Biomedical Circuits and Systems (BioCAS) Conference, Taipei, Taiwan, 2022.
  22. A. Draisey, C. Nichols, G. C. Ozmen, O. T. Inan, and D. Ewart, “Acoustic Classification of Early and Advanced Osteoarthritis of the Knee in Clinical Settings,” American College of Rheumatology (ACR) Convergence Meeting, Philadelphia, PA, 2022.
  23. S. Gharehbaghi, E. M. Moise, P. Brito, L. A. Ponder, O. T. Inan, and S. Prahalad, “Knee Acoustic Emissions as a Non-Invasive Biomarker of Articular Health in Juvenile Idiopathic Arthritis,” American College of Rheumatology (ACR) Convergence Meeting, Philadelphia, PA, 2022.
  24. J. Berkebile, O. T. Inan, and P. A. Beach, “Wearable Multimodal Cardiovascular Monitoring and Machine Learning Can Detect Episodes of Cardiovascular Dysautonomia in Patients with Parkinson’s and Multiple Systems Atrophy,” American Autonomic Society (AAS) Scientific Meeting, Lahaina, Hawaii, 2022.

2021

  1. V. G. Ganti, A. M. Carek, H. Jung, A. V. Srivatsa, D. Cherry, L. N. Johnson, and O. T. Inan, “Enabling wearable pulse transit time based blood pressure estimation for medically underserved areas and health equity,” 5th Georgia Clinical & Translational Science Alliance (GaCTSA) Community Engagement Biennial Forum, Atlanta, GA, 2021.
  2. E. A. Perez-Alday, D. Bliwise, A. H. Gazi, A. B. Harrison, O. T. Inan, M. Hall, D. Johnson, O. Levantsevych, A. Haffar, R. Abdulbaki, Y.-A. Ko, X. Ma, J. D. Bremner, G. Clifford, V. Vaccarino, and A. J. Shah, “Severity of Obstructive Sleep Apnea is Associated with Stress-Induced Respiratory Sympathovagal Imbalance” SLEEP, the 35th Annual Meeting of the Associated Professional Sleep Societies, LLC (APSS), 2021.
  3. S. Gharehbaghi, L. G. Rosa, D. C. Whittingslow, L. A. Ponder, O. T. Inan, and S. Prahalad, “Joint Acoustic Emissions as a Biomarker to Assess Unilateral Knee Involvement in Children with Juvenile Idiopathic Arthritis,” Annual Southeastern Pediatric Research Conference, 2021.
  4. S. Mabrouk, S. De, T. Zinyandu, L. West, L. Pogue, A. Parker, K. Maher, O. T. Inan, and Z. Rodriguez, “Automatic and Early Detection of IV Infiltration Using Non-Invasive Sensing,” Annual Southeastern Pediatric Research Conference, 2021.
  5. C. Johnson, G. Ozmen, T. Zinyandu, K. Maher, O. T. Inan, and Z. Rodriguez, “Using Audio Characteristics of Systemic to Pulmonary Connections in Ductal Dependent Infants as a Non-Invasive Measure of Pulmonary Blood-Flow Parameters,” Annual Southeastern Pediatric Research Conference, 2021.
  6. B. Cao, N. Sebkhi, A. Bhavsar, O. T. Inan, R. Samlan, T. Mau, and J. Wang, “Investigating Speech Reconstruction for Laryngectomees for Silent Speech Interfaces,” Interspeech, Brno, Czech Republic, 2021.
  7. D. M. Hochman, G. C. Ozmen, L. A. Ponder, S. Prahalad, and O. T. Inan, “Design and Evaluation of a Wrist Wearable Joint Acoustic Emission Monitoring System,” IEEE Body Sensor Networks (BSN) Conference, 2021.
  8. H. Jung, S. Mabrouk, and O. T. Inan, “Impedance Pneumography: Assessment of Dual-Frequency Calibration Approaches,” IEEE Body Sensor Networks (BSN) Conference, 2021.
  9. A. H. Gazi, S. Sundararaj, A. B. Harrison, N. Z. Gurel, M. T. Wittbrodt, A. J. Shah, V. Vaccarino, J. D. Bremner, and O. T. Inan, “Transcutaneous Cervical Vagus Nerve Stimulation Lengthens Exhalation in the Context of Traumatic Stress,” IEEE Biomedical and Health Informatics (BHI) Conference, 2021.
  10. A. H. Gazi, P. Lis, A. Mohseni, C. Ompi, F. O. Giuste, W. Shi, O. T. Inan, and M. D Wang, “Respiratory Markers Significantly Enhance Anxiety Detection Using Multimodal Physiological Sensing,” IEEE Biomedical and Health Informatics (BHI) Conference, 2021.
  11. J. P. Kimball, J. S. Zia, S. An, C. Rolfes, J.-O. Hahn, M. N. Sawka, and O. T. Inan, “Preclinical Evaluation of Wearable Sensors and Artificial Intelligence for Continuous Estimation of Hypovolemic Status: Towards Closed-Loop Combat Casualty Care,” Military Health System Research Symposium (MHSRS), Kissimmee, FL, 2021.
  12. J. P. Kimball, J. S. Zia, S. An, C. Rolfes, J.-O. Hahn, M. N. Sawka, and O. T. Inan, “Preclinical Evaluation of Wearable Sensors and Machine Learning for Continuous Estimation of Hypovolemic Status,” IEEE Biomedical and Health Informatics (BHI) Conference, 2021.
  13. Y. R. Chalumuri, J. P. Kimball, J. S. Zia, C. Rolfes, J. D. Parreira, O. T. Inan, and J.-O. Hahn, “Classification of Blood Volume State via Wearable Physiological Sensing and Machine Learning,” IEEE Biomedical and Health Informatics (BHI) Conference, 2021.
  14. O. T. Inan, J. Kimball, D. Lin, and J. Zia, “Wearable Technologies for Pre-Hospital Trauma Care,” IEEE Body Sensor Networks (BSN) Conference, 2021.
  15. A. H. Gazi, S. Sundararaj, A. Harrison, N. Z. Gurel, M. Wittbrodt, M. Alkhalaf, M. Soudan, O. Levantsevych, A. Haffar, A. J. Shah, V. Vaccarino, J. D. Bremner, and O. T. Inan, “Transcutaneous Cervical Vagus Nerve Stimulation Inhibits the Reciprocal of the Pulse Transit Time’s Responses to Traumatic Stress in Posttraumatic Stress Disorder,” 43rd Annual Conference of the IEEE Engineering in Medicine and Biology Society, 2021.
  16. G. C. Ozmen, B. Nevius, C. Nichols, S. Mabrouk, C. Teague, and O. T. Inan, “An Integrated Multimodal Knee Brace Enabling Mid-Activity Tracking Using Joint Acoustic Emissions and Electrical Bio-Impedance for Joint Health Assessment,” 43rd Annual Conference of the IEEE Engineering in Medicine and Biology Society, 2021.
  17. Z. Rodriguez, S. Mabrouk, S. De, T. Zindyandu, K. Maher, and O. T. Inan, “Multimodal noninvasive sensing for early and automatic detection of IV infiltration in pediatrics,” The Pediatric Cardiac Intensive Care Society Annual International Meeting, 2021.
  18. Z. Rodriguez, C. Johnson, G. C. Ozmen, T. Zindyandu, K. Maher, and O. T. Inan, “Non-invasive monitoring of ductal-dependent infants using audio characteristics of systemic-to-pulmonary connections,” The Pediatric Cardiac Intensive Care Society Annual International Meeting, 2021.
  19. L. Rosa, S. Gharehbaghi, D. C. Whittingslow, L. A. Ponder, O. T. Inan, and S. Prahalad, “Joint Acoustic Emissions as a Biomarker to Differentiate Between Active and Inactive Juvenile Idiopathic Arthritis via 2-Stage Machine Learning Classifier,” American College of Rheumatology (ACR) Convergence, 2021.
  20. B. Semiz, M. E. Gursoy, M. M. H. Shandhi, L. Orlandic, V. J. Mooney, and O. T. Inan, “Automatic Subject Identification Using Scale-Based Ballistocardiogram Signals,” MobiHealth (Wireless Mobile Communication and Healthcare), Chongqing, China, 2021.

2020

  1. S. Mabrouk, Z. Rodriguez, S. De, K. Maher, L. West, L. Pogue, A. Parker, A. Srivatsava, A. Sonti, and O. T. Inan, “Multi-Modal Local Physiological Sensing at the Intravenous Catheter Insertion Site: Towards Automated IV Infiltration Detection,” IEEE Sensors Conference, Rotterdam, the Netherlands, 2020.
  2. H. Jung, J. Kimball, and O. T. Inan, “Quantification of Posture-Induced Changes in Bed-Based Ballistocardiogram,” Computing in Cardiology (CinC), Rimini, Italy, 2020.
  3. C. N. Teague and O. T. Inan, “Knee Joint Acoustic Signatures in Healthy Collegiate Athletes: Sex Differences,” American Society of Biomechanics (ASB) Annual Meeting, Atlanta, GA, 2020.
  4. D. Hochman, S. Gharehbaghi, D. C. Whittingslow, and O. T. Inan, “Exploring the Viability of Collecting Joint Acoustic Emissions Around the Wrist,” American Society of Biomechanics (ASB) Annual Meeting, Atlanta, GA, 2020.
  5. S. Gharehbaghi, D. C. Whittingslow, L. A. Ponder, S. Prahalad, and O. T. Inan, “Joint Acoustic Emissions as a Biomarker for Knee Health Assessment in Loaded and Unloaded Exercises,” American Society of Biomechanics (ASB) Annual Meeting, Atlanta, GA, 2020.
  6. K. L. Scherpereel, N. B. Bolus, H.-K. Jeong, O. T. Inan, and A. J. Young, “Estimating Knee Joint Load with Joint Acoustic Emissions During Walking,” American Society of Biomechanics (ASB) Annual Meeting, Atlanta, GA, 2020.
  7. M. Safaei, D. C. Whittingslow, N. B. Bolus, H.-K. Jeong, and O. T. Inan, “Mechanical Stimulation as a Non-Invasive Tool for Monitoring Meniscus Tear,” American Society of Biomechanics (ASB) Annual Meeting, Atlanta, GA, 2020.
  8. R. Block. M. Yavarimanesh, K. Natarajan, A. M. Carek, A. S. Mousavi, A. Chandrasekhar, C.-S. Kim, J. Zhu, G. Schifitto, L. K. Mestha, O. T. Inan, J-O. Hahn, and R. Mukkamala, “Pulse Transit Time-Blood Pressure Calibration Curve: Validity After One Year of Aging,” 42nd Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Montreal, Canada, 2020.
  9. D. C. Whittingslow, S. Prahalad, O. T. Inan, and S. Abramowicz, “Listening to the Jaw: TMJ Acoustic Emissions as a Digital Biomarker of Juvenile Idiopathic Arthritis,” 102nd American Academy of Oral and Maxillofacial Surgeons (AAOMS) Annual Meeting, San Antonio, TX. 2020.
  10. M. M. H. Shandhi, M. Aras, S. Wynn, J. Fan, J. A. Heller, M. Etemadi, L. Klein, and O. T. Inan, “Cardiac Function Monitoring for Patients Undergoing Cancer Treatments Using Wearable Seismocardiography: A Proof-of-Concept Study,” 42nd Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Montreal, Canada, 2020.
  11. J. Zia, J. Kimball, J.-O. Hahn, and O. T. Inan, “Mitigating Hypovolemia-Induced Miscalibration of Photoplethysmogram-Derived Blood Pressure,” 42nd Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Montreal, Canada, 2020.
  12. J. Zia, J. Kimball, and O. T. Inan, “Localizing Placement of Cardiomechanical Sensors during Dynamic Periods via Template Matching,” 42nd Annual IEEE Engineering in Medicine and Biology Conference (EMBC), Montreal, Canada, 2020.
  13. J. Kimball, J. Zia, C. Rolfes, J.-O. Hahn, and O. T. Inan, “Preliminary evaluation of a noninvasive approach for monitoring severe hemorrhagic shock based on wearable technology in a porcine model,” 43rd Annual Conference on Shock, Toronto, Canada, 2020.
  14. Shandhi, M.M.H., Fan, J., Heller, J.A., Etemadi, M., Inan, O.T. and Klein, L., 2020, "Non-Invasive Seismocardiography Can Accurately Track Changes in Pulmonary Artery Pressures During Vasodilator Challenge at the time of Right Heart Catheterization," American College of Cardiology (ACC) Scientific Sessions, Chicago, IL, 2020.
  15. D. C. Whittingslow, H.-K. Jeong, N. Bolus, J. Boyd, J. Hunnicutt, R. Hash, O. T. Inan, J. Xerogeanes, “Knee Acoustic Emissions as a Non-Invasive Biomarker of Meniscal Tears,” Orthopedic Research Society Annual Meeting, Phoenix, AZ, 2020.

2019

  1. N. Sebkhi, N. Santus, and O. T. Inan, “Creation of a baseline for tongue positions of phonemes using a wireless 3D visualization system,” Annual Convention of the American Speech-Language-Hearing Association (ASHA), Orlando, FL, 2019.
  2. Shandhi, M.M.H., Fan, J., Heller, J.A., Etemadi, M., Inan, O.T. and Klein, L., 2019, "Seismocardiography and Machine Learning Algorithms to Assess Clinical Status of Patients with Heart Failure in Cardiopulmonary Exercise Testing," Journal of Cardiac Failure, 25(8), pp.S64-S65.
  3. NZ Gurel*, AH Gazi*, KL Scott, MT Wittbrodt, et al., ”Timing Considerations for Noninvasive Vagal Nerve Stimulation in Clinical Studies”, AMIA Annual Symposium Proceedings, 2019: pp. 1061-1070, 2019.
  4. B. Cao, N. Sebkhi, T. Mau, O. T. Inan, and J. Wang, "Permanent Magnetic Articulograph (PMA) vs. Electromagnetic Articulograph (EMA) in Articulation-to-Speech Synthesis for Silent Speech Interface," 8th Annual Workshop on Speech and Language Processing for Assistive Technology (SLPAT), Minneapolis, MN, 2019.
  5. NZ Gurel, MT Wittbrodt, AJ Shah, V Vaccarino, et al., ”Noninvasive Vagal Nerve Stimulation Effects on Anger Response”, IEEE Conference on Biomedical Health Informatics (BHI), Chicago, IL, 2019.
  6. AH Gazi, NZ Gurel, KL Scott, MT Wittbrodt, et al., ”Preliminary Modeling of the Kinetics of Photoplethysmogram Changes Following Noninvasive Vagus Nerve Stimulation”, IEEE Conference on Biomedical Health Informatics (BHI), Chicago, IL, 2019.
  7. B. Semiz, S. Hersek, D. Whittingslow, L. Ponder, S. Prahalad, and O.T. Inan, "Change Point Detection in Knee Acoustic Emissions using the Teager Operator: A Preliminary Study in Patients with Juvenile Idiopathic Arthritis," IEEE Biomedical and Health Informatics Conference (BHI), Chicago, IL, 2019
  8. B. Semiz, M.M.H Shandhi, J. Fan, S. Downling, L. Klein, and O.T. Inan, "Quantification of Hemodynamic Responses to Diuretic Changes in Patients with Heart Failure Using Ballistocardiogram and Electrocardiogram Recordings", IEEE Biomedical and Health Informatics Conference (BHI), Chicago, IL, 2019.
  9. K. Natarajan, R. Block, M. Yavarimanesh, A. M. Carek, J. Zhu, G. Schifitto, O. T. Inan, J.-O. Hahn, and R. Mukkamala, "Conventional Pulse Transit Times as Markers of Blood Pressure," IEEE Biomedical and Health Informatics (BHI) Conference Chicago, IL, 2019.
  10. M. M. H. Shandhi, J. Fan, J. A. Heller, M. Etemadi, O. T. Inan, and L. Klein, "Seismocardiography Can Track Right Heart Catheterization Parameters in Patients with Heart Failure: A Pilot Study," European Society of Cardiology Heart Failure Congress, Athens, Greece, 2019.
  11. M. M. H. Shandhi, M. Etemadi, J. A. Heller, L. Klein, J. Fan, S. Hersek, and O. T. Inan, "Wearable Seismocardiography for Human Health and Performance," IEEE Biomedical and Health Informatics (BHI) Conference, Chicago, IL, 2019.
  12. J. Zia, J. Kimball, M. M. H. Shandhi, and O. T. Inan, "Automated Identification of Persistent Time-Domain Features in Seismocardiogram Signals," IEEE Biomedical and Health Informatics (BHI) Conference, Chicago, IL, 2019.
  13. A. M. Carek and O. T. Inan, "Wearable and Unobtrusive Cuffless Blood Pressure Measurement Technologies Based on Cardiogenic Body Vibrations: SeismoWatch and Weighing Scale Systems," 41st Annual IEEE Engineering in Medicine and Biology Conference, Berlin, Germany, 2019.
  14. Daniel C. Whittingslow, Lara Orlandic, Talia Gergely, Lori Ponders, Sampath Prahalad, Omer T. Inan, Shelly Abramowicz, "Assessment of the TMJ in Juvenile Idiopathic Arthritis Using Acoustic Emissions Generated from Jaw Movements in Two Planes," presented at the Childhoood Arthritis and Rheumatology Research Alliance (CARRA) 2019 Annual Meeting, Louisville, KY.
  15. Daniel C. Whittingslow, Lara Orlandic, Talia Gergely, Lori Ponders, Sampath Prahalad, Omer T. Inan, Shelly Abramowicz, "Acoustic Emission Based Assessment of Temporomandibular Joints," presented at the American Academy of Craniomaxillofacial Surgeons (AACMFS) 2019 Annual Meeting, San Antonio, TX.
  16. B. Semiz, S. Hersek, C. Partida, L. Blazquez, V. Selby, G. Wieselthatler, O. Inan, L. Klein, "Blood-Biomarker-Based Acoustical Feature Selection Improves Overall Classification Accuracy for Pump Thrombosis in Left Ventricular Assist Devices," American College of Cardiology (ACC) Scientific Session, New Orleans, LA, 2019.

2018

  1. NZ Gurel, D Ward, FL Hammond, OT Inan, "Live Demonstration: A Soft Thermal Modulation System with Embedded Fluid Channels for Neuro-Vascular Assessment", IEEE Biomedical Circuits and Systems Conference (BioCAS), Cleveland, OH, 2018.
  2. D Ward*, NZ Gurel*, OT Inan, FL Hammond, ”A Soft Thermal Modulation and Physiological Sensing System for Neuro-Vascular Assessment”, IEEE Conference on Robotics and Biomimetics (ROBIO), Kuala Lumpur, Malaysia, 2018. (*co-first author)
  3. JD Bremner, NZ Gurel, M Wittbrodt, J Nye, Z Alam, I Herring, S Ladd, L Shallenberger, A Haffer, O Levantsevych, N Murrah, M Huang, Y Ko, B Pearce, M Shandhi, A Shah, V Vaccarino, OT Inan, "Non-invasive Vagal Nerve Stimulation Paired with Stress Exposure in Posttraumatic Stress Disorder (PTSD)", Brain Stimulation, 12 (2), 438, 2019.
  4. JD Bremner, MT Wittbrodt, NZ Gurel, J Nye, Z Alam, V Vaccarino, SL Ladd, LH Shallenberger, M Huang, Y Ko, B Pearce, MH Shandhi, A Shah, OT Inan, ”Brain Correlates of Non-invasive Vagal Nerve Stimulation in Stress”, Neuromodulation Conference and North American Neuromodulation Society (NANS) Meeting, New York, NY, 2018., Brain Stimulation, 12 (2), pp. e3-e4, 2019.
  5. H.K. Jeong, N. Z. Gurel, H. Kloefkorn, S. Hochman, and O. T. Inan, “Performance of Unobtrusive Detection of High Frequency Heart Rate Variability in Mice using an Instrumented Nest,” IEEE Life Sciences Conference, Montreal, Canada, 2018.
  6. D. Whittingslow, H.-K. Jeong, T. Gergely, L. Ponder, S. Prahalad, O. T. Inan, and S. Abramowicz, “Acoustic Emissions Generated by the Temporomandibular Joint of Patients with Juvenile Idiopathic Arthritis and their Implication on Patient Assessment and Screening: A Pilot Study,” ACR/ARHP Annual Meeting, Chicago, IL, 2018.
  7. V. B. Aydemir, J. Fan, S. Dowling, O. T. Inan, J. M. Rehg, and L. Klein, “Ballistocardiography for Ambulatory Detection and Prediction of Heart Failure Decompensation,” Heart Failure Society of America Meeting, Nashville, TN, 2018.
  8. M. M. H. Shandhi, J. Fan, J. Alex Heller, M. Etemadi, O. T. Inan, and L. Klein, “Seismocardiography Can Assess Cardiopulmonary Exercise Test Parameters in Patients with Heart Failure,” Heart Failure Society of America Meeting, Nashville, TN, 2018.
  9. B. Semiz, S. Hersek, M. Baran Pouyan, C. Partida, O. T. Inan, and L. Klein, “Use of Ventricular Assist Device Acoustical Signatures to Detect Device Thrombosis,” Heart Failure Society of America Meeting, Nashville, TN, 2018. (Accepted for the Moderated Poster Session.)
  10. N. Z. Gurel, H. Jung, A. Hankus, S. L. Ladd, M. M. H. Shandhi, M. Huang, S. D. Rhodes, L. Shallenberger, B. D. Pearce, A. Shah, V. Vaccarino, O. T. Inan, J. D. Bremner, “Toward Wearable Sensing Enabled Closed-Loop Non-Invasive Vagus Nerve Stimulation: A Study of Real-Time Physiological Biomarkers,” North American Neuromodulation Society (NANS) Conference, New York, NY, 2018.
  11. N. B. Bolus, V. G. Ganti, and O. T. Inan, “A 3D-Printed, Adjustable-Stiffness Knee Brace with Embedded Magnetic Angle Sensor,” 40th Annual IEEE Engineering in Medicine and Biology Conference, Honolulu, HI, 2018.
  12. N. Z. Gurel, H.-K. Jeong, H. Kloefkorn, S. Hochman, and O. T. Inan, “Unobtrusive Heartbeat Detection from Mice Using Sensors Embedded in the Nest,” 40th Annual IEEE Engineering in Medicine and Biology Conference, Honolulu, HI, 2018.
  13. M. M. H. Shandhi, J. Fan, S. Dowling, O. T. Inan, and L. Klein, “Using Ballistocardiography Measurements to Assess Diuretic Effects in Patients with Heart Failure,” European Society of Cardiology Heart Failure Congress, Vienna, Austria, 2018.
  14. S. Hersek, S. Mabrouk, and O. T. Inan, “Wearable Electrical Bioimpedance for Detecting Joint Edema,” 40th Annual IEEE Engineering in Medicine and Biology Conference, Honolulu, HI, 2018.
  15. M. M. H. Shandhi, L. Klein, J. Fan, M. Etemadi, and O. T. Inan, “Longitudinal Ballistocardiogram and Electrocardiogram Measurements from Patients with Heart Failure at Home: Results from the Ongoing Studies and Lessons Learned,” 40th Annual IEEE Engineering in Medicine and Biology Conference, Honolulu, HI, 2018.
  16. A. M. Carek and O. T. Inan, “SeismoWatch 2.0: Wrist-Worn Sensing System for Pulse Transit Time Based Cuffless Blood Pressure Estimation,” 40th Annual IEEE Engineering in Medicine and Biology Conference, Honolulu, HI, 2018.
  17. N. Z. Gurel, M. M. H. Shandhi, J. D. Bremner, V. Vaccarino, S. Ladd, L. Shallenberger, A. Shah, and O. T. Inan, “Toward Closed-Loop Transcutaneous Vagus Nerve Stimulation using Peripheral Cardiovascular Physiological Biomarkers: A Proof-of-Concept Study,” IEEE Body Sensor Networks Conference, Las Vegas, NV, 2018.
  18. C. Zhang, Q. Xue, A. Waghmare, R. Meng, S. Jain, Y. Han, X. Li, K. Cunefare, T. Ploetz, T. Starner, O. T. Inan, and G. D. Abowd, “FingerPing: Recognizing fine-grained hand poses using active acoustic on-body sensing,” Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18), Montreal, Canada, 2018.
  19. A. O. Bicen, and O. T. Inan, "A Signal Quality Index for Ballistocardiogram Recordings based on Electrocardiogram RR Intervals and Matched Filtering," in Proc. IEEE Biomedical and Health Informatics Conference (BHI), Las Vegas, NV, March 2018.

2017

  1. T. Wehbe, V. J. Mooney, D. Keezer, O. T. Inan, A. Q. Javaid, and C. Kulkami, “Use of Analog Signatures for Hardware Trojan Detection,” FPGAWorld Conference, Stockholm, Sweden, 2017.
  2. M. M. H. Shandhi, S. Dowling, J. Fan, O. T. Inan, and L. Klein, “Use of Ballistocardiography can Monitor Hemodynamic Changes in Patients with Heart Failure,” International Society for Mechanical Circulatory Support (ISMCS) Conference, Tuscon, AZ, 2017.
  3. M. Baran Pouyan, L. B. Arroyo, M. Jammohamed, T. De Marco, G. M. Wieselthaler, V. N. Selby, O. T. Inan, and L. Klein, “Advanced Machine Learning Techniques for Sound Wave Analysis can Identify Ventricular Assist Device Thrombosis,” International Society for Mechanical Circulatory Support (ISMCS) Conference, Tuscon, AZ, 2017.
  4. C. Zhang, X. Wang, A. Waghmare, S. Jain, T. Ploetz, O. T. Inan, T. Starner, and G. Abowd, “FingOrbits: Interaction with Wearables using Synchronized Thumb Movements,” International Symposium on Wearable Computers (ISWC), Maui, HI, 2017.
  5. M. Baran Pouyan, S. Dowling, T. De Marco, L. Klein, and O. T. Inan, “Quantifying the Accuracy of Heart Failure Decompensation Classification using Wearable Seismocardiography and Graph Mining Algorithms,” Heart Failure Society of America Meeting, Dallas, TX, 2017.
  6. Z. Xia, M. M. H. Shandhi, O. T. Inan, and Y. Zang, “Interference and Removal of Respiration Harmonics on Noncontact Seismocardiogram Signals,” 11th International Workshop on Structural Health Monitoring, Stanford, CA, 2017.
  7. M. M. H. Shandhi, Z. Xia, O. T. Inan, and Y. Zhang, “Clutter Effect on the Noncontact Seismocardiogram Signals Measured Using Microwave Radars,” 11th International Workshop on Structural Health Monitoring, Stanford, CA, 2017.
  8. N. B. Bolus, C. N. Teague, G. F. Kogler, and O. T. Inan, “An Instrumented Ankle Foot Orthosis for Quantifying the Influence of Plantarflexion Resistance on Joint Kinematics in Healthy Individuals,” 41st Annual Meeting of the American Society of Biomechanics (ASB), Boulder, CO, 2017.
  9. H. Toreyin, A. Q. Javaid, and O. T. Inan, “Quantifying the Effects of Blood Pressure Changes on Ballistocardiogram Signals,” 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 2017.
  10. D. C. Whittingslow, B. Semiz, L. Ponders, A. D. Wiens, O. T. Inan, and S. Prahalad, "Analysis and Implications of Non-Invasive Knee Acoustical Emissions in Juvenile Idiopathic Arthritis: A Case Study," ACR / ARHP Pediatric Rheumatology Symposium, Houston, TX, 2017.
  11. M. Baran Pouyan, L. B. Arroyo, S. Hersek, M. Janmohamed, T. De Marco, G. M. Wieselthaler, V. N. Selby, O. T. Inan, and L. Klein, “Novel Techniques of Sound Wave Analysis Can Detect Ventricular Assist Device Thrombosis,” 37th Annual Meeting & Scientific Sessions of the International Society for Heart and Lung Transplantation (ISHLT), San Diego, CA, 2017.
  12. T. Wehbe, V. J. Mooney, A. Q. Javaid, and O. T. Inan, “A Novel Physiological Features-Assisted Architecture for Rapidly Distinguishing Health Problems from Hardware Trojan Attacks and Errors in Medical Devices,” IEEE International Symposium on Hardware Oriented Security and Trust (HOST), McLean, VA, 2017. (Accepted for oral presentation; 25% acceptance rate.)
  13. C.-S. Kim, S. L. O. Martin, A. M. Carek, H. Ashouri, O. T. Inan, R. Mukkamala, and J.-O. Hahn, “Unobtrusive Blood Pressure Monitoring via Pulse Transit Time: Ballistocardiogram-Based Approach,” 39th Annual IEEE Engineering in Medicine and Biology Conference, Jeju Island, Korea, 2017.
  14. H. Ashouri and O. T. Inan, “Investigating the effects of stance width on signal quality for standing head-to-foot ballistocardiogram measurements,” IEEE Biomedical and Health Informatics Conference (BHI), Orlando, FL, 2017.
  15. H. Toreyin, S. Shah, S. Hersek, O. T. Inan, and J. Hasler, “Proof-of-concept energy-efficient and real-time hemodynamic feature extraction from bioimpedance signals using a mixed-signal field programmable analog array,” IEEE Biomedical and Health Informatics Conference (BHI), Orlando, FL, 2017.
  16. M. M. H. Shandhi, S. Hersek, and O. T. Inan, “A finite element model of knee electrical bioimpedance for facilitating edema quantification,” IEEE Biomedical and Health Informatics Conference (BHI), Orlando, FL, 2017.

2016

  1. C. Zhang, A. Bedri, G. Reyes, B. Bercik, O. T. Inan, T. E. Starner, and G. Abowd, “TapSkin: Recognizing On-Skin Input for Smartwatches,” ACM International Conference on Interactive Surfaces and Spaces (ACM ISS), Niagara Falls, Canada, 2016.
  2. A. M. Carek, J. Conant, and O. T. Inan, “Live Demonstration: Pulse Transit Time Measurement on a Modified Weighing Scale for Cuffless Blood Pressure Estimation,” IEEE Sensors Conference, Orlando, FL, 2016.
  3. S. Shah, C. N. Teague, O. T. Inan, and J. Hasler, “A Proof-of-Concept Classifier for Acoustic Signals from the Knee Joint on a FPAA,” IEEE Sensors Conference, Orlando, FL, 2016.
  4. O. T. Inan, A. Dorier, S. Dowling, A. Q. Javaid, M. Etemadi, S. Roy, T. De Marco, and L. Klein, “Activity-Contextualized Wearable Ballistocardiogram Measurements can Classify Decompensated versus Compensated Heart Failure Patients,” American Heart Association (AHA) Scientific Sessions, New Orleans, LA, 2016.
  5. C. N. Teague, S. Hersek, J. Conant, S. Gilliland, and O. T. Inan, "Wearable Knee Health Rehabilitation Assessment using Acoustical Emissions," Review of Progress in Quantitative Nondestructive Evaluation, Atlanta, GA, 2016.
  6. O. T. Inan, A. Q. Javaid, S. Dowling, H. Ashouri, M. Etemadi, J. A. Heller, S. Roy, and L. Klein, “Using Ballistocardiography to Monitor Left Ventricular Function in Heart Failure Patients,” Heart Failure Society of America Scientific Meeting, Orlando, FL, 2016.
  7. C.-S. Kim, S. Ober, S. McMurty, B. Finegan, O. T. Inan, R. Mukkamala, and J.-O. Hahn, "Mechanism for the Genesis of Heartbeat-Induced Body Movements," 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  8. J. A. Jambulingam, R. McCrory, L. West, and O. T. Inan, “Non-Invasive, Multi-Modal Sensing Techniques for Detecting Infiltration during Intravenous Therapy,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  9. N. B. Bolus, G. F. Kogler, and O. T. Inan, “A Novel Method to Assess Angle Sensor Performance for Use in Wearable Joint Range of Motion Sensing,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  10. S. Shah, H. Toreyin, O. T. Inan, and J. Hasler, “Reconfigurable Analog Classifier For Knee-Joint Rehabilitation,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  11. H. Toreyin, H. K. Jeong, S. Hersek, C. N. Teague, and O. T. Inan, “Real-Time Activity-Classification in a Wearable System Prototype for Knee-Joint Health Assessment via Joint Sounds,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  12. A. M. Carek and O. T. Inan, “A Temperature-Controlled Glove with Non-Invasive Arterial Pulse Sensing for Active Neuro-Vascular Assessment,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  13. A. D. Wiens, S. Prahalad, and O. T. Inan, “VibroCV: A Computer Vision Based Vibroarthrography Platform with Possible Application to Juvenile Idiopathic Arthritis,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  14. A. Q. Javaid, S. Dowling, M. Etemadi, J. A. Heller, S. Roy, L. Klein, and O. T. Inan, “Quantification of Posture-Induced Changes in Wearable Ballistocardiogram Signals for Heart Failure Patients,” Computers in Cardiology, Vancouver, BC, Canada, 2016.
  15. R. Mukkamala, O. T. Inan, J.-O. Hahn, and L. K. Mestha, “Contact and Non-Contact Pulse Transit Time Measurement Systems for Cuff-Less Blood Pressure Tracking,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  16. O. T. Inan, A. Q. Javaid, S. Dowling, H. Ashouri, M. Etemadi, J. A. Heller, S. Roy, and L. Klein, “Wearable Ballistocardiogram Measurements during Six Minute Walk Tests for Heart Failure Patients,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  17. O. T. Inan, R. Mukkamala, and J.-O. Hahn, “Ballistocardiography as a Proximal Timing Reference for Pulse Transit Time: Measurement and Timing Detection Methods,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  18. Z. Xia, A. M. Carek, O. T. Inan, and Y. Zhang, “Comparison of Noncontact and Accelerometer Based Cardiogenic Chest Wall Movement Signals: A Preliminary Study,” 38th Annual IEEE Engineering in Medicine and Biology Conference, Orlando, FL, 2016.
  19. O. T. Inan, S. Hersek, C. N. Teague, H. Toreyin, H. K. Jeong, M. L. Jones, M. L. Millard-Stafford, G. F. Kogler, M. N. Sawka, “A stethoscope for the knee: Investigating joint acoustical emissions as novel biomarkers for wearable joint health assessment,” 171st meeting of the Acoustical Society of America, Salt Lake City, UT, 2016.
  20. O. Quesada, M. El Banani, J. Heller, S. Beach, M. Etemadi, S. Roy, O. T. Inan, J. Gonzalez, and L. Klein, “A Pilot Study of a Modified Bathroom Scale to Monitor Cardiovascular Hemodynamics in Pregnancy,” American College of Cardiology Meeting, Chicago, IL, 2016.
  21. M. Etemadi, M. A. Brooke, J. Alex Heller, S. Roy, O. T. Inan, and G. P. Victorino, “Wearable Hemodynamic Monitoring for Trauma Resuscitation,” IEEE Biomedical and Health Informatics Conference, Las Vegas, NV, 2016.
  22. C. Wick, J. Yao, P. Bhatti, O. T. Inan, and S. Tridandapani, “Dynamic Time Warping for Heart-Rate-Independent Timing of Cardiac Phases,” IEEE Biomedical and Health Informatics Conference, Las Vegas, NV, 2016.
  23. A. Q. Javaid, H. Ashouri, and O. T. Inan, “Estimating Systolic Time Intervals During Walking Using Wearable Ballistocardiography,” IEEE Biomedical and Health Informatics Conference, Las Vegas, NV, 2016.
  24. H. Ashouri and O. T. Inan, “Improving the Accuracy of Proximal Timing Detection from Ballistocardiogram Signals using a High Bandwidth Force Plate,” IEEE Biomedical and Health Informatics Conference, Las Vegas, NV, 2016.

2015

  1. H. Toreyin, A. Q. Javaid, H. Ashouri, O. Ode, and O. T. Inan, “Towards Ubiquitous Blood Pressure Monitoring in an Armband using Pulse Transit Time,” IEEE Biomedical Circuits and Systems (BioCAS) Conference¸Atlanta, GA, 2015.
  2. H. Toreyin, C. N. Teague, S. Hersek, M. L. Millard-Stafford, M. L. Jones, G. F. Kogler, M. N. Sawka, and O. T. Inan, "A Wearable System for Activity-Contextualized Knee-Joint Health Assessment via Acoustic Emissions," NIH IEEE Point-of-Care-Technologies Conference, Bethesda, MD, 2015.
  3. A. M. Carek, H. Toreyin, S. Hersek, and O. T. Inan, “Preliminary Methods for Wearable Neuro-Vascular Assessment with Non-Invasive, Active Sensing,” 37th Annual IEEE Engineering in Medicine and Biology Conference, Milan, Italy, 2015.
  4. C. A. Wick, O. T. Inan, and S. Tridandapani, “Cardiac Quiescence from Seismocardiography and Echocardiography,” 37th Annual IEEE Engineering in Medicine and Biology Conference, Milan, Italy, 2015.
  5. A. D. Wiens and O. T. Inan, “Accelerometer Body Sensor Network Improves Systolic Time Interval Assessment with Wearable Ballistocardiography,” 37th Annual IEEE Engineering in Medicine and Biology Conference, Milan, Italy, 2015.
  6. C. McCall, R. Rostosky, R. M. Wiard, O. T. Inan, L. Giovangrandi, C. M. Cuttino, and G. T. A. Kovacs, “Noninvasive Pulse Transit Time Measurement for Arterial Stiffness Monitoring in Microgravity,” 37th Annual IEEE Engineering in Medicine and Biology Conference, Milan, Italy, 2015.
  7. C. Teague, S. Hersek, H. Toreyin, M. L. Millard-Stafford, M. L. Jones, G. F. Kogler, M. N. Sawka, and O. T. Inan, “Novel approaches to measure acoustic emissions as biomarkers for joint health assessment,” IEEE Body Sensor Networks, Boston, MA, 2015.
  8. A. Q. Javaid, N. F. Fesmire, M. A. Weitnauer, and O. T. Inan, “Towards robust estimation of systolic time intervals using head-to-foot and dorso-ventral components of sternal acceleration signals,” IEEE Body Sensor Networks, Boston, MA, 2015.
  9. C.-S. Kim, A. M. Carek, R. Mukkamala, O. T. Inan, and J.-O. Hahn, “Ballistocardiogram as a Proximal Timing Reference for Pulse Transit Time Measurement: Potential for Cuffless Blood Pressure Monitoring,” MedicalCPS, 2015.
  10. A. D. Wiens, A. Carek, and O. T. Inan, “Sternal vibrations reflect hemodynamic changes during immersion: Underwater ballistocardiography,” 169th Meeting of the Acoustical Society of America, Pittsburgh, PA, 2015.

2014

  1. A. Wiens, M. Etemadi, S. Roy, L. Klein, and O. T. Inan, “Wearable ballistocardiography: Preliminary methods for mapping surface vibration measurements to whole body forces,” 36th Annual IEEE Engineering in Medicine and Biology Conference, Chicago, IL, 2014. (Invited Paper.)
  2. C. McCall, Z. Stuart, R. M. Wiard, O. T. Inan, L. Giovangrandi, C. M. Cuttino, and G. T. A. Kovacs, “Standing ballistocardiogram measurements in microgravity,” 36th Annual IEEE Engineering in Medicine and Biology Conference, Chicago, IL, 2014. (Invited Paper.)
  3. M. Etemadi, S. Hersek, J. M. Tseng, N. Rabbani, J. A. Heller, S. Roy, L. Klein, and O. T. Inan, “Tracking clinical status for heart failure patients using ballistocardiography and electrocardiography signal features,” 36th Annual IEEE Engineering in Medicine and Biology Conference, Chicago, IL, 2014. (Invited Paper.)
  4. C. A. Wick, J. H. McClellan, O. T. Inan, and S. Tridandapani, “Seismocardiography-based detection of cardiac quiescence for cardiac computed tomography angiography,” 36th Annual IEEE Engineering in Medicine and Biology Conference, Chicago, IL, 2014. (Invited Paper.)
  5. O. T. Inan, M. Etemadi, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, “Unobtrusive monitoring of cardiovascular health at home using a modified weighing scale,” IFMBE Conference on Medical and Biological Engineering in Computing (MBEC), Dubrovnik, Croatia, 2014. (Invited Paper.)
  6. O. T. Inan and A. Wiens, “Early Findings Exploring the Possibility of Combining Ballistocardiogram and Plethysmographic Measures from the Hand,” 36th Annual IEEE Engineering in Medicine and Biology Conference, Chicago, IL, 2014.

Before 2014

  1. R. M. Wiard, O. T. Inan, L. Giovangrandi, C. M. Cuttino, and G. T. A. Kovacs, “Preliminary Results from Standing Ballistocardiography Measurements in Microgravity,” 35th Annual IEEE Engineering in Medicine and Biology Conference, Osaka, Japan, 2013. (Invited paper.)
  2. K. Pandia, O. T. Inan, and G. T. A. Kovacs, “A Frequency Domain Analysis of Respiratory Variations in the Seismocardiogram Signal,” 35th Annual IEEE Engineering in Medicine and Biology Conference, Osaka, Japan, 2013.
  3. O. T. Inan, K. Pandia, L. Giovangrandi, R. T. Zamanian, and G. T. A. Kovacs, “A Preliminary Study Investigating the Quantification of Beat-To-Beat Morphological Consistency in Seismocardiogram Signals,” 35th Annual IEEE Engineering in Medicine and Biology Conference, Osaka, Japan, 2013. (Invited paper.)
  4. D. Park, O. T. Inan, and L. Giovangrandi, "A Combined Heartbeat Detector based on Individual BCG and IPG Heartbeat Detectors," 34th Annual IEEE Engineering in Medicine and Biology Conference, San Diego, CA, 2012.
  5. L. Giovangrandi, O. T. Inan, D. Banerjee, and G. T. A. Kovacs, "Preliminary Results from BCG and ECG Measurement in the Heart Failure Clinic," 34th Annual IEEE Engineering in Medicine and Biology Conference, San Diego, CA, 2012. (Invited paper.)
  6. O. T. Inan, "Recent Advances in Cardiovascular Monitoring using Ballistocardiography," 34th Annual IEEE Engineering in Medicine and Biology Conference, San Diego, CA, 2012. (Invited paper.)
  7. L. Giovangrandi, O. T. Inan, R. M. Wiard, M. Etemadi, and G. T. A. Kovacs, "Ballistocardiography—A Method Worth Revisiting," 33rd Annual IEEE Engineering in Medicine and Biology Conference, Boston, MA, 2011.
    (Invited paper.)
  8. O. T. Inan, D. Park, G. T. A. Kovacs, and L. Giovangrandi, "Multi-Signal Electromechanical Cardiovascular Monitoring on a Modified Home Bathroom Scale," 33rd Annual IEEE Engineering in Medicine and Biology Conference, Boston, MA, 2011.
  9. O. T. Inan, O. Marcu, M. E. Sanchez, S. Bhattacharya, L. Giovangrandi, and G. T. A. Kovacs, "Innovative Methods for Enabling Automatic Analysis of Drosophila Behavioral Activity in Space and Terrestrial Settings," IBE 2009, Santa Clara, CA.
  10. M. Etemadi, O. T. Inan, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, "Non-Invasive Assessment of Cardiac Contractility on a Weighing Scale," 31st Annual IEEE Engineering in Medicine and Biology Conference, Minneapolis, MN, 2009.
  11. O. T. Inan, M. Etemadi, R. M. Wiard, G. T. A. Kovacs, and L. Giovangrandi, "Novel Methods for Estimating the Ballistocardiogram Signal Using a Simultaneously Acquired Electrocardiogram," 31st Annual IEEE Engineering in Medicine and Biology Conference, Minneapolis, MN, 2009.
  12. O. T. Inan, M. Etemadi, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, "Non-Invasive Cardiac Output Trending During Exercise Recovery on a Home Bathroom Scale," Athlete's Heart, Sudden Death & Hypertrophic Cardiomyopathy Conference, Stanford, CA, 2009.
  13. M. Etemadi, O. T. Inan, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, "Non-invasive Assessment of Valsalva-Induced Hemodynamic Changes on a Home Bathroom Scale," Athlete's Heart, Sudden Death & Hypertrophic Cardiomyopathy Conference, Stanford, CA, 2009.
  14. O. T. Inan, M. Etemadi, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, "Evaluating the Foot Electromyogram Signal as a Noise Reference for Bathroom-Scale Ballistocardiogram Recording," 21st Annual IEEE International Symposium on Computer Based Medical Systems, Jyväskylä, Finland, 2008.
  15. O. T. Inan, M. Etemadi, R. M. Wiard, G. T. A. Kovacs, and L. Giovangrandi, "Non-Invasive Monitoring of Valsalva-Induced Hemodynamic Changes Using a Bathroom Scale Ballistocardiograph," 30th Annual IEEE Engineering in Medicine and Biology Conference, Vancouver, B.C., 2008.
  16. A. Ozcan, O. T. Inan, N. I. Maluf, G. T. A. Kovacs, M. J. F. Digonnet, G. S. Kino, "Alternative data-processing methods for frequency domain OCT," 2006 IEEE Conference on Lasers and Electro-Optics.
  1. K. Pandia, O. T. Inan, and L. Giovangrandi, “Methods and System of Determining Cardio-Respiratory Parameters,” US Patent Application 20110021928, Filed July, 2010 by Stanford University.
  2. L. Giovangrandi, O. T. Inan, B. Dura, and M. Q. Chen, “Control of Cardiac Excitability Using High Frequency Signals,” US Patent Application 20140228837, Filed October, 2011 by Stanford University.
  3. O. T. Inan and A. D. Wiens, “A Novel System Identification Technique for Improved Wearable Hemodynamics Assessment,” US Provisional Patent Application, Filed August 25, 2014 by Georgia Institute of Technology.
  4. O. T. Inan, M. Etemadi, R. M. Wiard, L. Giovangrandi, and G. T. A. Kovacs, “Systems and Methods for Monitoring Heart Function,” US Patents 8,858,449 and 8,870,780, Issued in 2014.
  5. O. T. Inan and A. D. Wiens, “Noninvasive Systems And Methods For Monitoring Health Characteristics,” US Patent 10,806,374, Issued in 2020.
  6. O. T. Inan, M. N. Sawka, J. O. Hasler, H. Toreyin, M. L. Millard-Stafford, G. Kogler, S. Hersek, and C. Teague, “Wearable Technologies for Joint Health Assessment,” US Patent 11,039,782, Issued in 2021.
  7. O. T. Inan, M. N. Sawka, J. O. Hasler, H. Toreyin, M. Millard-Stafford, G. Kogler, S. Hersek, C. Teague, H.-K. Jeong, M. Baran Pouyan, and S. Mabrouk, “Wearable Technologies for Joint Health Assessment (Continuation),” US Patent 11,071,494, Issued in 2021.
  8. O. T. Inan, J. Jambulingam, K. Maher, R. S. McCrory, L. West, S. Hersek, and S. Mabrouk, “Systems and Methods of IV Infiltration Detection,” US Patent 11,154,246, Issued in 2021.