每年專案
個人檔案
研究專長
資料科學、機器學習、生醫資訊、臨床決策支援系統
教育/學術資格
PhD, 生醫電子與資訊學, National Taiwan University
Bachelor, Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University
外部位置
Associate Professor, National Central University
1 2月 2021 → 31 1月 2022
Affiliated faculty, Boston Children's Hospital
1 10月 2017 → …
Assistant/Associate Professor, Chang Gung University
1 2月 2016 → 13 1月 2021
指紋
查看啟用 Yi-Ju Tseng 的研究主題。這些主題標籤來自此人的作品。共同形成了獨特的指紋。
- 1 類似的個人檔案
過去五年中的合作和熱門研究領域
國家/地區層面的近期外部共同作業。按一下圓點深入探索詳細資料，或
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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
研究計畫: 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
研究計畫: 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
研究計畫: 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
研究計畫: 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, 於: Biomedicines. 12, 9研究成果: Article › 同行評審
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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, 於: BioData Mining. 17, 36.研究成果: Article › 同行評審
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MoCab: A Model Management System Based on FHIR for Clinical Decision Support
Kuo, Z. M. & Tseng, Y. J., 25 1月 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. (編輯). IOS Press BV, p. 1384-1385 2 p. (Studies in Health Technology and Informatics; 卷 310).研究成果: Conference contribution › 同行評審
開啟存取 -
MoCab: A framework for the deployment of machine learning models across health information systems
Kuo, Z. M., Chen, K. F. & Tseng, Y.-J., 10月 2024, 於: Computer Methods and Programs in Biomedicine. 255, 13 p., 108336.研究成果: Article › 同行評審
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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, 於: IEEE Journal of Translational Engineering in Health and Medicine. 12, p. 43-55 13 p.研究成果: Article › 同行評審
開啟存取7 引文 斯高帕斯（Scopus）