Projects per year
Personal profile
Research Interests
Medical Informatics, Clinical Decision Support, Artificial Intelligence, Machine Learning
Education/Academic qualification
PhD, Biomedical Electronics and Bioinformatics, National Taiwan University
Bachelor, Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University
External positions
Associate Professor, National Central University
1 Feb 2021 → 31 Jan 2022
Affiliated faculty, Boston Children's Hospital
1 Oct 2017 → …
Assistant/Associate Professor, Chang Gung University
1 Feb 2016 → 13 Jan 2021
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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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使用基於深度學習的多變量時序分群演算法發展自體免疫疾病演進模擬決策支援系統
Tseng, Y.-J. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
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使用基於深度學習的多變量時序分群演算法發展自體免疫疾病演進模擬決策支援系統
Tseng, Y.-J. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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使用基於深度學習的多變量時序分群演算法發展自體免疫疾病演進模擬決策支援系統
Tseng, Y.-J. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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探索病歷表現型–發展醫療大數據中的疾病發展歷程探勘方法與模組(5/5)
Tseng, Y.-J. (PI)
1/02/22 → 31/01/23
Project: Government Ministry › Other Government Ministry Institute
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Comparison of Multiple Carbapenemase Tests Based on an Unbiased Colony-Selection Method
Wang, H. Y., Tseng, Y.-J., Lin, W. Y., Wang, Y.-C., Lin, T. W., Hsu, J. F., Wu, M.Y.-C., Wu, H. C., Kalpana, S. & Lu, J. J., 2024, In: Biomedicines. 12, 9Research output: Contribution to journal › Article › peer-review
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Identifying heterogeneous subgroups of systemic autoimmune diseases by applying a joint dimension reduction and clustering approach to immunomarkers
Chang, C. W., Wang, H.-Y., Lin, W.-Y., Wang, Y.-C., Lo, W.-L., Lin, T. W., Yu, J. R. & Tseng, Y.-J., 2024, In: BioData Mining. 17, 36.Research output: Contribution to journal › Article › peer-review
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MoCab: A Model Management System Based on FHIR for Clinical Decision Support
Kuo, Z. M. & Tseng, Y. J., 25 Jan 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 1384-1385 2 p. (Studies in Health Technology and Informatics; vol. 310).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
MoCab: A framework for the deployment of machine learning models across health information systems
Kuo, Z. M., Chen, K. F. & Tseng, Y.-J., Oct 2024, In: Computer Methods and Programs in Biomedicine. 255, 13 p., 108336.Research output: Contribution to journal › Article › peer-review
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Self-Supervised Learning-Based General Laboratory Progress Pretrained Model for Cardiovascular Event Detection
Chen, L. C., Hung, K. H., Tseng, Y. J., Wang, H. Y., Lu, T. M., Huang, W. C. & Tsao, Y., 2024, In: IEEE Journal of Translational Engineering in Health and Medicine. 12, p. 43-55 13 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations