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ORCIDDavid Jimmy Lin
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2020 – today
- 2025
[b1]David Jimmy Lin:
Enabling Robust Online Processing of Physiological Signals Corrupted by External Vibrations. Georgia Institute of Technology, Atlanta, GA, USA, 2025- 2024
- [j5]Mohammad Nikbakht
, Michael Chan, David Jimmy Lin, Asim Hossain Gazi, Omer T. Inan:
A Residual U-Net Neural Network for Seismocardiogram Denoising and Analysis During Physical Activity. IEEE J. Biomed. Health Informatics 28(7): 3942-3952 (2024) - 2023
- [j4]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): 1266-1273 (2023) - [j3]David Jimmy Lin, Asim Hossain Gazi, Jacob Kimball, Mohammad Nikbakht, Omer T. Inan:
Real-Time Seismocardiogram Feature Extraction Using Adaptive Gaussian Mixture Models. IEEE J. Biomed. Health Informatics 27(8): 3889-3899 (2023) - [j2]Cem Okan Yaldiz, Mark J. Buller, Kristine L. Richardson, Sungtae An, David Jimmy Lin, Aprameya Satish, Kyla Driver, Emma Atkinson, Timothy Mesite, Christopher King, Max Bursey, Meghan Galer, Mindy L. Millard-Stafford, Michael N. Sawka, Alessio Medda, Omer T. Inan:
Early Prediction of Impending Exertional Heat Stroke With Wearable Multimodal Sensing and Anomaly Detection. IEEE J. Biomed. Health Informatics 27(12): 5803-5814 (2023) - [c7]Mohammad Nikbakht, David Jimmy Lin, Omer T. Inan:
Learning Seismocardiogram Beat Denoising Without Clean Data. BHI 2023: 1-4 - [c6]Asim Hossain Gazi, Jesus Antonio Sanchez-Perez, Michael Chan, Mohammad Nikbakht, David Jimmy Lin, Shlok Natarajan, J. Douglas Bremner, Jin-Oh Hahn, Omer T. Inan, Christopher J. Rozell:
Physiological Markers Reveal Confounding Effects of Apprehension and Habituation During Stress Protocol. BSN 2023: 1-4 - [c5]David Jimmy Lin, Mohammad Nikbakht, Ryan Lewis, Alessio Medda, Omer T. Inan:
Enabling Robust Detection of Cardiac Timing Intervals During Hemorrhage While in the Presence of Military Vehicle Vibrations. BSN 2023: 1-4 - [c4]Mohammad Nikbakht, Michael Chan, David Jimmy Lin, Christopher J. Nichols, Markella Bibidakis, Moamen Soliman, Omer T. Inan:
SeismoNet: A Multi-Node Wireless Wearable Platform for Enhanced Physiological Sensing. BSN 2023: 1-4 - [c3]Mohammad Nikbakht, Quentin Goossens, Goktug Cihan Ozmen, Markella Bibidakis, David Jimmy Lin, Omer T. Inan:
KneeMS: A Low-Cost Wireless Wearable System to Monitor Knee Acoustic Emissions. BSN 2023: 1-4 - [c2]Asim Hossain Gazi, Jesus Antonio Sanchez-Perez, Shlok Natarajan, Michael Chan, Mohammad Nikbakht, David Jimmy Lin, J. Douglas Bremner, Jin-Oh Hahn, Omer T. Inan, Christopher J. Rozell:
Leveraging Physiological Markers to Quantify the Transient Effects of Traumatic Stress and Non-Invasive Neuromodulation. EMBC 2023: 1-4 - 2022
- [j1]David Jimmy 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): 176-185 (2022) - [c1]Mohammad Nikbakht, David Jimmy Lin, Asim Hossain Gazi, Omer T. Inan:
A Synthetic Seismocardiogram and Electrocardiogram Generator Phantom. IEEE SENSORS 2022: 1-4
Coauthor Index
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