Jonathan Zia

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Chamfer Matching

Manifold Structure

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Biomed. Eng.

Publications

Mohammad Nikbakht, Asim Hossain Gazi, Jonathan Zia, Sungtae An, David Jimmy Lin, Omer T. Inan, Rishikesan Kamaleswaran
Synthetic seismocardiogram generation using a transformer-based neural network. J. Am. Medical Informatics Assoc. 30 (7) (2023)
Yekanth Ram Chalumuri, Jacob P. Kimball, Azin Mousavi, Jonathan Zia, Christopher Rolfes, Jesse D. Parreira, Omer T. Inan, Jin-Oh Hahn
Classification of Blood Volume Decompensation State via Machine Learning Analysis of Multi-Modal Wearable-Compatible Physiological Signals. Sensors 22 (4) (2022)
David J. Lin, Jacob Kimball, Jonathan Zia, Venu G. Ganti, Omer T. Inan
Reducing the Impact of External Vibrations on Fiducial Point Detection in Seismocardiogram Signals. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Jacob Kimball, Jonathan Zia, Sungtae An, Christopher Rolfes, Jin-Oh Hahn, Michael N. Sawka, Omer T. Inan
Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Jonathan Zia, Jacob Kimball, Christopher Rozell, Omer T. Inan
Harnessing the Manifold Structure of Cardiomechanical Signals for Physiological Monitoring During Hemorrhage. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Jonathan Zia, Jacob Kimball, Sinan Hersek, Md. Mobashir Hasan Shandhi, Beren Semiz, Omer T. Inan
A Unified Framework for Quality Indexing and Classification of Seismocardiogram Signals. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Daniel C. Whittingslow, Jonathan Zia, Sevda Gharehbaghi, Talia Gergely, Lori A. Ponder, Sampath Prahalad, Omer T. Inan
Knee Acoustic Emissions as a Digital Biomarker of Disease Status in Juvenile Idiopathic Arthritis. Frontiers Digit. Health 2 (2020)
Jonathan Zia, Jacob Kimball, Jin-Oh Hahn, Omer T. Inan
Mitigating Hypovolemia-Induced Miscalibration of Photoplethysmogram-Derived Blood Pressure. EMBC (2020)
Jonathan Zia, Jacob Kimball, Sinan Hersek, Omer T. Inan
Modeling Consistent Dynamics of Cardiogenic Vibrations in Low-Dimensional Subspace. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Jonathan Zia, Jacob Kimball, Omer T. Inan
Localizing Placement of Cardiomechanical Sensors during Dynamic Periods via Template Matching. EMBC (2020)
Jonathan Zia, Jacob Kimball, Md. Mobashir Hasan Shandhi, Omer T. Inan
Automated Identification of Persistent Time-Domain Features in Seismocardiogram Signals. BHI (2019)
Jonathan Zia, Arash Tadayon, Troy McDaniel, Sethuraman Panchanathan
Utilizing Neural Networks to Predict Freezing of Gait in Parkinson's Patients. ASSETS (2016)
Ramin Tadayon, Troy McDaniel, Morris Goldberg, Pamela M. Robles-Franco, Jonathan Zia, Miles Laff, Mengjiao Geng, Sethuraman Panchanathan
Interactive Motor Learning with the Autonomous Training Assistant: A Case Study. HCI (2) (2015)
Arash Tadayon, Jonathan Zia, Lekha Anantuni, Troy McDaniel, Narayanan Krishnamurthi, Sethuraman Panchanathan
A Shoe Mounted System for Parkinsonian Gait Detection and Real-Time Feedback. HCI (27) (2015)