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ORCIDMohammad Nikbakht
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Journal Articles
- 2024
[j3]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
- [j2]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) - [j1]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)
Conference and Workshop Papers
- 2023
- [c9]Mohammad Nikbakht, David Jimmy Lin, Omer T. Inan:
Learning Seismocardiogram Beat Denoising Without Clean Data. BHI 2023: 1-4 - [c8]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 - [c7]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 - [c6]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 - [c5]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 - [c4]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
- [c3]Michael Chan, Asim Hossain Gazi, Moamen Soliman, Kristine L. Richardson, Calvin A. Abdallah, Goktug C. Ozmen, Mohammad Nikbakht, Omer T. Inan:
Estimating Heart Rate from Seismocardiogram Signal using a Novel Deep Dominant Frequency Regressor and Domain Adversarial Training. BioCAS 2022: 158-162 - [c2]Sarnab Bhattacharya, Mohammad Nikbakht, Alec Alden, Karina Ambani, Philip Tan, Taha A. Alhalimi, Jieting Wang, Hirofumi Tanaka, Edward F. Coyle, Omer T. Inan, Nanshu Lu:
Dual-Mode Chest Wearable E-Tattoo for the Mobile Detection of Cardiac Time Intervals. CHASE 2022: 123-127 - [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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