Publications by authors named "Jonathan Zia"

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A Comparison of Normalization Techniques for Individual Baseline-Free Estimation of Absolute Hypovolemic Status Using a Porcine Model.
Tamara P Lambert, Michael Chan, Jesus Antonio Sanchez-Perez, Mohammad Nikbakht, David J Lin, Jonathan S Zia

Biosensors (Basel)· January 2024

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Synthetic seismocardiogram generation using a transformer-based neural network.
Mohammad Nikbakht, Asim H Gazi, Jonathan Zia, Sungtae An, David J Lin

J Am Med Inform Assoc· June 2023

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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 S Zia, Christopher Rolfes

Sensors (Basel)· February 2022

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Reducing the Impact of External Vibrations on Fiducial Point Detection in Seismocardiogram Signals.
David J Lin, Jacob P Kimball, Jonathan Zia, Venu G Ganti, Omer T Inan

IEEE Trans Biomed Eng· January 2022

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Machine learning to extract muscle fascicle length changes from dynamic ultrasound images in real-time.
Luis G Rosa, Jonathan S Zia, Omer T Inan, Gregory S Sawicki

PLoS One· October 2021

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Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing.
Jacob P Kimball, Jonathan S Zia, Sungtae An, Christopher Rolfes, Jin-Oh Hahn

IEEE J Biomed Health Inform· September 2021

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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· June 2021

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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

Front Digit Health· November 2020

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Modeling Consistent Dynamics of Cardiogenic Vibrations in Low-Dimensional Subspace.
Jonathan Zia, Jacob Kimball, Sinan Hersek, Omer T Inan

IEEE J Biomed Health Inform· July 2020

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Enabling the assessment of trauma-induced hemorrhage via smart wearable systems.
Jonathan Zia, Jacob Kimball, Christopher Rolfes, Jin-Oh Hahn, Omer T Inan

Sci Adv· July 2020

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Localizing Placement of Cardiomechanical Sensors during Dynamic Periods via Template Matching.
Jonathan Zia, Jacob Kimball, Omer T Inan

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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A Unified Framework for Quality Indexing and Classification of Seismocardiogram Signals.
Jonathan Zia, Jacob Kimball, Sinan Hersek, Md Mobashir Hasan Shandhi, Beren Semiz

IEEE J Biomed Health Inform· April 2020

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