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
- 1 Active
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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
Research output
- 39 Article
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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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Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity
Lin, S.-Y., Tsai, C.-Y., Majumdar, A., Ho, Y.-H., Huang, Y.-W., Kao, C.-K., Yeh, S.-M., Hsu, W.-H., Kuan, Y.-C., Lee, K.-Y., Feng, P.-H., Tseng, C.-H., Chen, K.-Y., Kang, J.-H., Lee, H.-C., Wu, C.-J. & Liu, W.-T., Aug 1 2024, In: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine. 20, 8, p. 1267-1277 11 p.Research output: Contribution to journal › Article › peer-review
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Mediating role of obstructive sleep apnea in altering slow-wave activity and elevating Alzheimer's disease risk: Pilot study from a northern Taiwan cohort
Tsai, C. Y., Su, C. L., Huang, H. T., Lin, H. W., Lin, J. W., Hei, N. C., Cheng, W. H., Chen, Y. L., Majumdar, A., Kang, J. H., Lee, K. Y., Chen, Z., Lin, Y. C., Wu, C. J., Kuan, Y. C., Lin, Y. T., Hsu, C. R., Lee, H. C. & Liu, W. T., 2024, (Accepted/In press) In: Sleep Health.Research output: Contribution to journal › Article › peer-review
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Predicting Survival Status in COVID-19 Patients: Machine Learning Models Development with Ventilator-Related and Biochemical Parameters from Early Stages: A Pilot Study
Chou, S. H., Tsai, C. Y., Hsu, W. H., Chung, C. L., Li, H. Y., Chen, Z., Chien, R. & Cheng, W. H., Oct 2024, In: Journal of Clinical Medicine. 13, 20, 6190.Research output: Contribution to journal › Article › peer-review
Open Access -
Aberrant Driving Behavior Prediction for Urban Bus Drivers in Taiwan Using Heart Rate Variability and Various Machine Learning Approaches: A Pilot Study
Tsai, C.-Y., Lin, Y., Liu, W.-T., Cheong, H.-I., Houghton, R., Hsu, W.-H., Iulia, M., Liu, Y.-S., Kang, J.-H., Lee, K.-Y., Kuan, Y.-C., Lee, H.-C., Wu, C.-J., Li, L.-Y. J., Cheng, W.-H., Ho, S.-C., Lin, S.-Y. & Majumdar, A., Mar 2023, In: Transportation Research Record. 2677, 3, p. 1304-1320 17 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)