Jonathan Zia

According to our database, Jonathan Zia authored at least 15 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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., June, 2023

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

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

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

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

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

Dataset, June, 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

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

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

Localizing Placement of Cardiomechanical Sensors during Dynamic Periods via Template Matching.

Jonathan Zia, Jacob Kimball, Omer T. Inan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Mitigating Hypovolemia-Induced Miscalibration of Photoplethysmogram-Derived Blood Pressure.

Jonathan Zia, Jacob Kimball, Jin-Oh Hahn, Omer T. Inan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Automated Identification of Persistent Time-Domain Features in Seismocardiogram Signals.

Jonathan Zia, Jacob Kimball, Md. Mobashir Hasan Shandhi, Omer T. Inan

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2016

Utilizing Neural Networks to Predict Freezing of Gait in Parkinson's Patients.

Jonathan Zia, Arash Tadayon, Troy McDaniel, Sethuraman Panchanathan

Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility, 2016

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

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

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

Proceedings of the Human-Computer Interaction: Interaction Technologies, 2015