Interactive Motor Learning with the Autonomous Training Assistant: A Case Study. - Ramin Tadayon; Troy McDaniel; Morris Goldberg; Pamela M. Robles-Franco; Jonathan Zia; Miles Laff; Mengjiao Geng; Sethuraman Panchanathan (HCI (2), 2015)

A Shoe Mounted System for Parkinsonian Gait Detection and Real-Time Feedback. - Arash Tadayon; Jonathan Zia; Lekha Anantuni; Troy McDaniel; Narayanan Krishnamurthi; Sethuraman Panchanathan (HCI (27), 2015)

Utilizing Neural Networks to Predict Freezing of Gait in Parkinson's Patients. - Jonathan Zia; Arash Tadayon; Troy McDaniel; Sethuraman Panchanathan (ASSETS, 2016)

Automated Identification of Persistent Time-Domain Features in Seismocardiogram Signals. - Jonathan Zia; Jacob Kimball; Md Mobashir Hasan Shandhi; Omer T. Inan (BHI, 2019)

Mitigating Hypovolemia-Induced Miscalibration of Photoplethysmogram-Derived Blood Pressure. - Jonathan Zia; Jacob Kimball; Jin-Oh Hahn; Omer T. Inan (EMBC, 2020)

Localizing Placement of Cardiomechanical Sensors during Dynamic Periods via Template Matching. - Jonathan Zia; Jacob Kimball; Omer T. Inan (EMBC, 2020)

Knee Acoustic Emissions as a Digital Biomarker of Disease Status in Juvenile Idiopathic Arthritis. - Daniel C. Whittingslow; Jonathan Zia; Sevda Gharehbaghi; Talia Gergely; Lori A. Ponder; Sampath Prahalad; Omer T. Inan (Frontiers Digit. Health, 2020)

Modeling Consistent Dynamics of Cardiogenic Vibrations in Low-Dimensional Subspace. - Jonathan Zia; Jacob Kimball; Sinan Hersek; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2020)

A Unified Framework for Quality Indexing and Classification of Seismocardiogram Signals. - Jonathan Zia; Jacob Kimball; Sinan Hersek; Md Mobashir Hasan Shandhi; Beren Semiz; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2020)

Wearable- and Catheter-Based Cardiovascular Signals during Progressive Exsanguination in a Porcine Model of Hemorrhage. - Jonathan Zia; Jacob Kimball; Jin-Oh Hahn; Christopher Rolfes; Omer T. Inan (IEEE DataPort, 2020)

Harnessing the Manifold Structure of Cardiomechanical Signals for Physiological Monitoring During Hemorrhage. - Jonathan Zia; Jacob Kimball; Christopher Rozell; Omer T. Inan (IEEE Trans. Biomed. Eng., 2021)

Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing. - Jacob Kimball; Jonathan Zia; Sungtae An; Christopher Rolfes; Jin-Oh Hahn; Michael N. Sawka; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2021)

Classification of Blood Volume Decompensation State via Machine Learning Analysis of Multi-Modal Wearable-Compatible Physiological Signals. - Yekanth Ram Chalumuri; Jacob P. Kimball; Azin Mousavi; Jonathan Zia; Christopher Rolfes; Jesse D. Parreira; Omer T. Inan; Jin-Oh Hahn (Sensors, 2022)

Reducing the Impact of External Vibrations on Fiducial Point Detection in Seismocardiogram Signals. - David Jimmy Lin; Jacob Kimball; Jonathan Zia; Venu G. Ganti; Omer T. Inan (IEEE Trans. Biomed. Eng., 2022)

Synthetic seismocardiogram generation using a transformer-based neural network. - Mohammad Nikbakht; Asim Hossain Gazi; Jonathan Zia; Sungtae An; David Jimmy Lin; Omer T. Inan; Rishikesan Kamaleswaran (J. Am. Medical Informatics Assoc., 2023)