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
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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整合 PSG 生理訊號與 CBCT 顱顏影像之 OSA 嚴重度預測模型優化及分型策略開發研究計畫
Tsai, C.-Y. (PI)
1/1/26 → 12/31/26
Project: D - Other Project
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Development and Preliminary Clinical Feasibility Validation of a Multimodal Artificial Intelligence Model for Sleep Disorder Breathing Screening and Upper Airway Obstruction Localization.
Tsai, C.-Y. (PI)
11/1/25 → 10/31/26
Project: A - Government Institution › b - National Science and Technology Council
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Development and Optimization of a Multimodal Physiological Signal–Driven Continuous Positive Airway Pressure Titration Model
Tsai, C.-Y. (PI)
8/31/25 → 8/31/26
Project: D - Other Project
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Correlation between non-invasive respiratory airflow sound frequency and sleep apnea: a reliability analysis
Tsai, C.-Y. (PI)
3/1/25 → 12/31/25
Project: D - Other Project
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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
1 Link opens in a new tab Citation (Scopus) -
Extubation Decision Support in Critical Care: A Multimodal Machine Learning Framework Integrating Segmented Radiographs and Routine Clinical Data
Lee, K. T., Ali, H., Liu, I. J., Liu, W. T., Chien, R., Chen, Y. Y., Chen, Y. L., Pao, P. C., Luo, P. S., Chen, K. Y., Lee, K. Y., Chen, T. T., Majumdar, A., Kang, J. H., Feng, P. H. & Tsai, C. Y., 2026, In: Journal of Digital Imaging.Research output: Contribution to journal › Article › peer-review
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Gerontological Effects on Arousal Frequency, Autonomic Balance, and Slow-Wave Sleep During Pressure Adjustments of CPAP in OSA Patients
Liu, I. J., Liu, W. T., Chien, R., Chen, Y. Y., Chen, Y. L., Lin, Y. C., Kuan, Y. C., Lee, K. Y., Chen, T. T., Majumdar, A., Kang, J. H., Lai, W. & Tsai, C. Y., 2026, In: Nature and Science of Sleep. 18, 578482.Research output: Contribution to journal › Article › peer-review
Open Access -
Impacts of period-specific particulate matter exposure on COPD phenotypes: Rapid lung function decline
Feng, P. H., Liu, I. J., Chien, R., Lee, K. Y., Chen, K. Y., Liu, W. T., Chen, Y. Y., Chen, Y. L., Lee, K. T., Ho, S. C., Majumdar, A., Kang, J. H., Cheng, W. H., Wu, S. M. & Tsai, C. Y., Mar 15 2026, In: Atmospheric Environment. 369, 121803.Research output: Contribution to journal › Article › peer-review
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Investigating temporal PM2.5 exposure in relation to rapid lung-function decline among COPD patients: A retrospective study
Lee, K. Y., Chien, R., Chen, K. Y., Chen, Y. Y., Liu, W. T., Feng, P. H., Lee, K. T., Ho, S. C., Majumdar, A., Kang, J. H., Cheng, W. H., Liu, I. J., Chen, Y. L. & Tsai, C. Y., Mar 2026, In: Atmospheric Pollution Research. 17, 3, 102822.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus)