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Jonathan Zia
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A unified framework for quality indexing and classification of seismocardiogram signals
J Zia, J Kimball, S Hersek, MMH Shandhi, B Semiz, OT Inan
IEEE journal of biomedical and health informatics 24 (4), 1080-1092, 2019
322019
Enabling the assessment of trauma-induced hemorrhage via smart wearable systems
J Zia, J Kimball, C Rolfes, JO Hahn, OT Inan
Science advances 6 (30), eabb1708, 2020
252020
Reducing the impact of external vibrations on fiducial point detection in seismocardiogram signals
DJ Lin, JP Kimball, J Zia, VG Ganti, OT Inan
IEEE Transactions on Biomedical Engineering 69 (1), 176-185, 2021
222021
Machine learning to extract muscle fascicle length changes from dynamic ultrasound images in real-time
LG Rosa, JS Zia, OT Inan, GS Sawicki
PloS one 16 (5), e0246611, 2021
212021
Utilizing neural networks to predict freezing of gait in parkinson's patients
J Zia, A Tadayon, T McDaniel, S Panchanathan
Proceedings of the 18th international ACM SIGACCESS conference on computers …, 2016
202016
Automated identification of persistent time-domain features in seismocardiogram signals
J Zia, J Kimball, MH Shandhi, OT Inan
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
132019
Interactive motor learning with the autonomous training assistant: a case study
R Tadayon, T McDaniel, M Goldberg, PM Robles-Franco, J Zia, M Laff, ...
Human-Computer Interaction: Interaction Technologies: 17th International …, 2015
132015
Knee acoustic emissions as a digital biomarker of disease status in juvenile idiopathic arthritis
DC Whittingslow, J Zia, S Gharehbaghi, T Gergely, LA Ponder, ...
Frontiers in Digital Health 2, 571839, 2020
122020
Unifying the estimation of blood volume decompensation status in a porcine model of relative and absolute hypovolemia via wearable sensing
JP Kimball, JS Zia, S An, C Rolfes, JO Hahn, MN Sawka, OT Inan
IEEE Journal of Biomedical and Health Informatics 25 (9), 3351-3360, 2021
92021
Harnessing the manifold structure of cardiomechanical signals for physiological monitoring during hemorrhage
J Zia, J Kimball, C Rozell, OT Inan
IEEE Transactions on Biomedical Engineering 68 (6), 1759-1767, 2020
72020
Modeling consistent dynamics of cardiogenic vibrations in low-dimensional subspace
J Zia, J Kimball, S Hersek, OT Inan
IEEE journal of biomedical and health informatics 24 (7), 1887-1898, 2020
72020
A shoe mounted system for parkinsonian gait detection and real-time feedback
A Tadayon, J Zia, L Anantuni, T McDaniel, N Krishnamurthi, ...
HCI International 2015-Posters’ Extended Abstracts: International Conference …, 2015
62015
Classification of blood volume decompensation state via machine learning analysis of multi-modal wearable-compatible physiological signals
YR Chalumuri, JP Kimball, A Mousavi, JS Zia, C Rolfes, JD Parreira, ...
Sensors 22 (4), 1336, 2022
42022
Synthetic seismocardiogram generation using a transformer-based neural network
M Nikbakht, AH Gazi, J Zia, S An, DJ Lin, OT Inan, R Kamaleswaran
Journal of the American Medical Informatics Association 30 (7), 1266-1273, 2023
32023
Mitigating hypovolemia-induced miscalibration of photoplethysmogram-derived blood pressure
J Zia, J Kimball, JO Hahn, OT Inan
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
22020
Localizing placement of cardiomechanical sensors during dynamic periods via template matching
J Zia, J Kimball, OT Inan
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
12020
A Comparison of Normalization Techniques for Individual Baseline-Free Estimation of Absolute Hypovolemic Status Using a Porcine Model
TP Lambert, M Chan, JA Sanchez-Perez, M Nikbakht, DJ Lin, A Nawar, ...
Biosensors 14 (2), 61, 2024
2024
Systems and methods for automated localization of wearable cardiac monitoring systems and sensor position-independent hemodynamic inference
J Zia, O Inan, J Kimball, C Rozell
US Patent App. 17/316,290, 2021
2021
PRELIMINARY EVALUATION OF A NONINVASIVE APPROACH FOR MONITORING SEVERE HEMORRHAGIC SHOCK BASED ON WEARABLE TECHNOLOGY IN A PORCINE MODEL
J Kimball, J Zia, C Rolfes, JO Hahn, OT Inan
SHOCK 53, 71-71, 2020
2020
I. Pre-Processing Steps
LG Rosa, JS Zia, OT Inan, GS Sawicki
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Articles 1–20