Projects per year
Personal profile
Education
- 2019.09-2023.12 PhD, Civil and Environmental Engineering, Imperial College London
- 2016.09-2019.01 Master, Biomedical Devices and Medical Imaging, National Taiwan University
- 2013.09-2016.06 Bachelor, Electronic Engineering with a Minor, National Taipei University of Technology
- 2012.09-2016.06 Bachelor, School of Respiratory Therapy, Taipei Medical University
Experience
- 2024.11- Joint-Appointment Assistant Professor, School of Respiratory Therapy, College of Medicine, Taipei Medical University
- 2024.11- Joint-Appointment Assistant Professor, Professional Master Program in Artificial Intelligence in Medicine, Taipei Medical University
- 2024.08- Assistant Professor, School of Biomedical Engineering, Taipei Medical University
- 2023.12-2024.07 Director of Academic Research (Senior Executive), SunCai Medical Technology Research Division
- 2023.10-2023.11 Postdoctoral Research Fellow, Centre for Transport Studies, Imperial College London
- 2016.10-2019.02 Sleep Technician, Sleep Center, Shuang Ho Hospital, Ministry of Health and Welfare
Research Interests
- Applied Machine Learning
- Medical Tech Development
- Sleep & Chest Medicine
- Cognitive Neuroscience
- Environmental Effects
- Transportation Safety
Related Link
- Laboratory Website：https://www.tmu-metal.org
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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Developing a Multimodal Time-Series Model to Predict Aberrant Driving Behavior in Scooter Couriers: Assessing the Impact of Sleep Disorders, Heart Rate Variability, and Environmental Exposure
Tsai, C.-Y. (PI)
12/1/24 → 11/30/25
Project: A - Government Institution › b - National Science and Technology Council
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新聘教師研究補助
Tsai, C.-Y. (PI)
10/25/24 → 10/24/25
Project: B - Project of TMU › g - Research Grants for Newly Hired Faculty
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Deep representation learning with cross attention-based multi-feature fusion for sleep apnea detection using sleep respiratory sound
Wang, P., Lin, Y. C., Liu, W. T., Ma, E., Majumdar, A., Kang, J. H., Gudnason, J., Kuan, Y. C., Lee, K. Y., Feng, P. H., Chen, K. Y., Wu, C. J., Lee, H. C., Chen, Y. L., Chen, Y. Y., Chien, R., Chang, Y. H. & Tsai, C. Y., Mar 2026, In: Biomedical Signal Processing and Control. 113, 109093.Research output: Contribution to journal › Article › peer-review
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Advancing shock prediction: leveraging prior knowledge and self-controlled data for enhanced model accuracy and generalizability
Tsai, C. Y., Huang, X. R., Kuo, P. T., Chen, T. T., Yeh, Y. K., Chen, K. Y., Majumdar, A. & Tseng, C. H., Dec 2025, In: BMC Medical Informatics and Decision Making. 25, 1, 262.Research output: Contribution to journal › Article › peer-review
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Assessing cardiac function in obstructive sleep apnea using a novel metric: integrating the respiratory event frequency and desaturation duration
Chen, Y. Y., Chien, R., Lin, Y. C., Liu, W. T., Majumdar, A., Chen, Y. L., Kuan, Y. C., Lee, K. Y., Feng, P. H., Chen, K. Y., Kang, J. H., Lee, H. C. & Tsai, C. Y., Dec 2025, In: BMC Pulmonary Medicine. 25, 1, 520.Research output: Contribution to journal › Article › peer-review
Open Access -
Association between air pollution and obstructive sleep apnea in terms of respiratory event frequency and lung-to-finger circulation time
Chien, R., Chen, Z., Wang, P., Liu, W. T., Chen, Y. Y., Chen, Y. L., Majumdar, A., Kang, J. H., Lee, K. Y., Cheng, W. H., Lin, Y. C., Wu, C. J., Kuan, Y. C., Lee, H. C. & Tsai, C. Y., Oct 2025, In: Atmospheric Pollution Research. 16, 10, 102603.Research output: Contribution to journal › Article › peer-review
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Association between the risk of aberrant driving behavior and sleep disorder indices: A pilot study involving urban taxi drivers
Wang, P., Chen, Z., Liu, W. T., Majumdar, A. & Tsai, C. Y., Feb 2025, In: Journal of Transport and Health. 40, 101942.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)