Personal profile
Education
- 2019 M.S., In-Service Master Program in Artificial Intelligence in Medicine, Taipei Medical University
- 2014 M.S., Graduate Institute of Injury Prevention and Control, Taipei Medical University
Experience
- 2026.02- 臺北醫學大學醫學院醫學系急診學科助理教授
- 2011- 雙和醫院專任主治醫師
- 2006-2011 新光醫院住院醫師/臨床研究員
- Stanford Biodesign global faculty in trainee
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Dive into the research topics where Ting-Yun Huang is active. These topic labels come from the works of this person. Together they form a unique 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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Alignment-free bacterial pathogen identification using vision transformer and image augmentation techniques in high-resolution microscopy
Lee, M. H., Tsai, Y. T., Huang, T. Y., Liew, D. J., Candia, I. & Chang, Y. C., Feb 2026, In: Biomedical Signal Processing and Control. 112, 108401.Research output: Contribution to journal › Article › peer-review
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Optimizing ED patient disposition predictions through clinical narratives with advanced pre-trained language models
Lee, M. H., Huang, T. Y., Yang, P. Y., Chang, Y. C. & Hsu, M. H., Dec 2026, In: Health Information Science and Systems. 14, 1, 34.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing the effectiveness of emergency department computed tomography scans using pre-trained language models
Lin, H. Y., Chang, Y. C., Yang, P. Y. & Huang, T. Y., Sept 15 2025, In: Engineering Applications of Artificial Intelligence. 156, 111094.Research output: Contribution to journal › Article › peer-review
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The role of heart rate variability in acute mountain sickness: A meta-analysis
Tsai, T. Y., Lin, J. X., Ou, J. C. & Huang, T. Y., Jun 13 2025, In: Medicine (United States). 104, 24, p. e42692Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
A pre-trained language model for emergency department intervention prediction using routine physiological data and clinical narratives
Huang, T. Y., Chong, C. F., Lin, H. Y., Chen, T. Y., Chang, Y. C. & Lin, M. C., Nov 2024, In: International Journal of Medical Informatics. 191, 105564.Research output: Contribution to journal › Article › peer-review
5 Link opens in a new tab Citations (Scopus)