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1. August 14th, 2026: From Prediction to Real-World Evidence: The Evolution of Causal Thinking in AI Medical Research **(**從預測到實證: AI 醫學研究中的因果思維演進). Taiwanese Association of Statistical Methodology.
2. July 3rd, 2026: From Prediction to Understanding: Cross-Disciplinary Applications of Explainable AI in Medical Research (從預測到理解: 可解釋AI在醫學研究中的跨域應用). AI賦能課程. Clinical Medicine Center, College of Medicine, National Cheng Kung University.
3. December 23rd, 2025: Real-World Data in Clinical Trials (真實世界數據應用於臨床試驗). 新藥臨床試驗之倫理、法規與開發. Institute of Clinical Medicine, College of Medicine, National Cheng Kung University.
4. December 10th, 2025: To do, or not to do: That is the question. 國立臺灣大學統計與生活。
5. November 29th, 2025: Statistical Boundaries of Trustworthy AI: Accountability, Verification, and Clinical Trials (AI 可信任的統計邊界：負責、驗證與臨床試驗). Taiwanese Association of Statistical Methodology.
6. December 3rd, 2025: Model Performance and Explainable Machine Learning (模型表現評估與模型可解釋性). Introduction to Medical Data Science Course. Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University.
7. November 26th, 2025: How Does Machine Learning Work? Loss Function and Decision Tree (機器怎麼學習：損失函數與決策樹學習簡介). Introduction to Medical Data Science Course. Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University.
8. October 22nd, 2025: Introduction to Medical Big Data and Machine Learning (醫療大數據與機器學習簡介). Introduction to Medical Data Science Course. Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University.
9. October 1st, 2025: R Programming Fundamentals (R基礎操作). Introduction to Medical Data Science Course. Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University.
10. July 12th, 2025: 數據為始，萬象可推-成大醫院醫療大數據研究平台。點亮臨床創新：醫療數據變黃金研討會。
11. June 26th, 2025: Cheng Kung University Hospital Archive of Medical Record Data Education and Training Workshop (成大醫院病歷資料整合平台工作坊). Clinical Innovation and Research Center, National Cheng Kung University Hospital.
12. February 6th, 2025: Cheng Kung University Hospital Archive of Medical Record Data Education and Training Workshop (成大醫院病歷資料整合平台工作坊). Clinical Innovation and Research Center, National Cheng Kung University Hospital.
13. From November 4th to December 25th, 2024: Introduction to Machine Learning (機器學習基礎). 藥事照護與學術新知持續教育系列活動. Department of Pharmacy, National Cheng Kung University Hospital.
14. November 1st and November 22nd, 2024: Cheng Kung University Hospital Academic Research Database Education and Training Workshop (成大醫院學術研究資料庫工作坊). Clinical Innovation and Research Center, National Cheng Kung University Hospital.
15. August 2nd and September 9th, 2024: Cheng Kung University Hospital Academic Research Database Education and Training Workshop (成大醫院學術研究資料庫工作坊). Clinical Innovation and Research Center, National Cheng Kung University Hospital.
16. July 19th, 2024: Biomedical Big Data Research and Application (生醫大數據研究與應用). 尖端生技醫療產業實務. Practice on Advanced Biotechnology and Medical Industry Course. Institute of Clinical Medicine, College of Medicine, National Cheng Kung University.
17. April 12th and 26th, 2024: Cheng Kung University Hospital Academic Research Database Education and Training Workshop (成大醫院學術研究資料庫工作坊). Clinical Innovation and Research Center, National Cheng Kung University Hospital.
18. March 22nd, 2024: Causality From Reasoning to Doubly Robust Machine Learning (因果關係：從推理至雙重穩健機器學習). Advanced Pharmacoepidemiology Course. Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University.
19. January 17th and 24th, 2024: Cheng Kung University Hospital Academic Research Database Education and Training Workshop (成大醫院學術研究資料庫工作坊). Clinical Innovation and Research Center, National Cheng Kung University Hospital.