Postdoctoral Associate in Bioengineering
July 2022
visionSCG: Contactless Cardiovascular Monitoring
Dr. Mohammad Muntasir Rahman is a postdoc in the Taebi Lab specializing in computer vision, machine learning, and data analysis. He earned his Ph.D. in Computer Applied Technology from the School of Engineering Sciences at the University of Chinese Academy of Sciences (UCAS), Beijing, under the CAS-TWAS President’s Fellowship program. His doctoral research on RGB-D object detection and recognition yielded a patent, multiple SCI journal publications, and the 2019 UCAS Excellent International Graduate Award. Prior to joining the lab, Dr. Rahman served as an Associate Professor in the Department of Computer Science and Engineering at Islamic University, Bangladesh.
Rahman, M.M., Taebi, A. (2026).
Heart Rate Monitoring from Smartphone Neck Videos Using Remote Photoplethysmography.
ASME Journal of Engineering and Science in Medical Diagnostics and Therapy, 9(2): 021009.
Monfared, M., Rahman, M.M., Gamage, P.T., Taebi, A. (2025).
Patient-Specific Myocardial Strain Estimation Using Optical Flow, Deep Learning, and Finite Element Modeling.
ASME International Mechanical Engineering Conference and Exposition, Memphis, TN.
Rahman, M., Taebi, A. (2025).
Contactless heart rate and heart rate variability estimation from neck videos.
47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Copenhagen, Denmark.
Taebi, A., Rahman, M.M. (2025).
MSCardio seismocardiography dataset: Initial insights from remote monitoring of cardiovascular-induced chest vibrations via smartphones.
Data in Brief, 61:111889.
Rahman, M.M., Kakavand, B., Wurm, W., Holman, W., Movahed, M.R., Taebi, A. (2025).
From video to vital signs: a new method for contactless multichannel seismocardiography.
npj Cardiovascular Health 2, 1.
Mann, A., Rahman, M.M., Vanga, V., Gamage, P.T., Taebi, A. (2024).
Variation of Seismocardiogram-Derived Cardiac Time Intervals and Heart Rate Variability Metrics Across the Sternum.
ASME J of Medical Devices 18(4): 044502.
Rahman, M.M., Cook, J., Taebi, A. (2023).
Non-contact heart vibration measurement using computer vision-based seismocardiography.
Scientific Reports 13, 11787.
Rahman, M., Taebi, A. (2024).
Extracting Cardiovascular-Induced Chest Vibrations from Ordinary Chest Videos: A Comparative Study.
2024 IEEE Signal Processing in Medicine and Biology.
Rahman, M., Taebi, A. (2024).
Contactless seismocardiography via Gunnar-Farneback optical flow.
2024 IEEE 20th International Conference on Body Sensor Networks, Chicago, IL.
Rahman, M., Mann, A., Taebi, A. (2024).
ECG-Free Assessment of Cardiac Valve Events Using Seismocardiography.
2024 IEEE 20th International Conference on Body Sensor Networks, Chicago, IL.
Rahman, M.M., Taebi, A. (2023).
Reconstruction of 3-Axis Seismocardiogram from Right-to-left and Head-to-foot Components Using A Long Short-Term Memory Network.
2023 IEEE 19th International Conference on Body Sensor Networks, Boston, MA.
Rahman, M., Taghva, F., Taebi, A. (2024).
Novel Contactless and AI-Based Method Can Determine Heart Rate and Cardiac-Induced Vibrations of Chest.
Circulation 150 (Suppl_1): A4112524.
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