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 Active
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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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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
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Effects of continuous positive airway pressure on renal function in adults with obstructive sleep apnea: a systematic review and meta-analysis
Peng, H. H., Hu, C. E., Wu, Y. L., Liu, W. T., Tsai, C. Y. & Kuan, Y. C., Mar 2025, In: Sleep and Breathing. 29, 1, 102.Research output: Contribution to journal › Article › peer-review
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From reactive to proactive: Machine learning models for continuous positive airway pressure adjustments using heart rate variability and oximetry-related parameters
Kuo, C. F., Lin, Y. C., Chen, Z. Y., Kang, J. H., Chang, C. C., Chen, Z., Majumdar, A., Chen, Y. L., Kuan, Y. C., Lee, K. Y., Feng, P. H., Chen, K. Y., Lee, H. C., Cheng, W. H., Liu, W. T. & Tsai, C. Y., Jan 1 2025, In: Digital Health. 11Research output: Contribution to journal › Article › peer-review
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Impact of PM2.5, relative humidity, and temperature on sleep quality: a cross-sectional study in Taipei
Thanh Tung, N., Lee, Y. L., Liu, W. T., Lin, Y. C., Chang, J. H., Xuan Thao, H. N., Ba Dung, H., Viet Trung, L., Phan Chung Thuy, T., Thi Hien, N., Tsai, C. Y., Lo, C. C., Lo, K., Ho, K. F., Chuang, K. J. & Chuang, H. C., 2025, In: Annals of Medicine. 57, 1, 2448733.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Leveraging Subjective Parameters and Biomarkers in Machine Learning Models: The Feasibility of lnc-IL7R for Managing Emphysema Progression
Chen, T.-T., Cheng, T.-Y., Liu, I.-J., Ho, S.-C., Lee, K.-Y., Huang, H.-T., Feng, P.-H., Chen, K.-Y., Luo, C.-S., Tseng, C.-H., Chen, Y.-H., Majumdar, A., Tsai, C.-Y. & Wu, S.-M., May 3 2025, In: Diagnostics. 15, 9Research output: Contribution to journal › Article › peer-review