(一)理解AI技術在中醫與中藥領域的創新應用：學習人工智慧（AI）在中醫診斷與中藥研究中的應用技術，包括數據分析、模式辨識與機器學習；探討AI如何幫助優化中藥方劑的配伍，提升治療效能。
(二)培養跨領域思維與實踐能力：激發學生對傳統中醫與現代科技結合的興趣與創新思維；訓練學生將中醫理論、中藥研究與AI技術應用於實際案例中的能力，培育未來具有多元背景的中醫藥人才。
(1) Understand the innovative applications of AI in traditional Chinese medicine (TCM) and herbal research: Learn AI technologies such as data analysis, pattern recognition, and machine learning in TCM diagnosis and herbal studies; explore how AI optimizes herbal formulas to enhance treatment efficacy.
(2) Develop interdisciplinary thinking and practical skills: Inspire students' interest and creativity in integrating traditional Chinese medicine with modern technology; train them to apply TCM theories, herbal research, and AI technologies to real-world cases, cultivating future talent with diverse expertise in TCM.
先修科目Prerequisites
無。
None
教學方式Teaching Methods
同步教學(使用虛擬教室如：Moodle同步教室、Google Meet、Microsoft Classroom等)
Synchronous Online Learning
線上教學(如磨課師、翻轉教學)
Online teaching, e.g., MOOCs, Flipped classroom, SPOCs
講課
Lecturing
小組討論、腦力激盪(如案例討論、電影欣賞等)
Group discussion, Brain storming, e.g., Case study, Event discussion, Movie review
業師協同教學
Teaching collaborated with industry
評量方式Assessment
期末報告
Final report
出席狀況
Class attendance
課堂參與與表現
Class involvement
心得與反思報告
Learning gain and introspection report
參考書目Reference
1. Foundations of Machine Learning - Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar
2. 神經網路與深度學習 - 邱錫鵬
3.大演算：機器學習的終極演算法將如何改變我們的未來，創造新紀元的文明？
4.因果革命：人工智慧的大未來
5.LEARNING FROM DATA
6.千腦智能新理論
教學進度Course Schedule
2025/02/18 中醫大腦 中藥AI
The Applications of AI in TCM
張文德(Wen-Te Chang)姜智昂許昕 2025/03/04 中醫大腦1.0- 機器學習篇
Traditional Chinese Medicine and AI 1.0: Machine Learning Module
張文德(Wen-Te Chang)姜智昂 2025/03/18 天人之學- 時空篇
The Study of Divine and the Human: Time and Space Module
張文德(Wen-Te Chang)姜智昂 2025/04/01 天人之學- 藥物篇
The Study of Divine and the Human: Medicinal Module
張文德(Wen-Te Chang)姜智昂 2025/04/15 天人之學- 經方篇
The Study of Divine and the Human: Classical Formulas Module
張文德(Wen-Te Chang)姜智昂 2025/04/29 中醫大腦2.0- 因果推理引擎篇
Traditional Chinese Medicine and AI: Causal Reasoning Engine Module
張文德(Wen-Te Chang)姜智昂 2025/05/13 AI脈波穿戴裝置
AI Pulse Wearable Device
張文德(Wen-Te Chang)許昕 2025/05/27 中藥AI：中草藥種植與人工智慧
The Chinese Herbs with AI: The AI System of Herbs Cultivation
張文德(Wen-Te Chang)林一平(Lin, Yi-Bing) 2025/06/10 期末綜合討論
Discussion
張文德(Wen-Te Chang)姜智昂許昕