智慧醫療與產業應用
Smart Healthcare and its Applications in Industry
| 節 | 週四 |
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7 15:30–16:20 | 智慧醫療與產業應用 YS405（陽明） 2 節連堂 |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
This is a 1-credit course, delivered through lectures and in-class discussions. The course will cover the following topics: 1. Introduction to Smart Healthcare: basic elements and concepts 2. Internet of Medical Things and Fundamental Infrastructure 3. AI Technologies related to Smart Healthcare 4. Commonly used Machine Learning and Deep Learning models 5. Smart Healthcare in Remote Healthcare and Hospital Management 6. Smart Healthcare Challenges, Opportunities and the Future
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Smart healthcare is a fast-growing field. This course aims to (1) introduce basic concepts, frameworks, and technologies of Smart Healthcare; (2) discuss the role that AI plays in Smart Healthcare and its applications in industry.
In-class discussion 30% Final assignment 40% Final presentation 30%
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| 週次 | 主題 |
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| 第 1 週 | |
| 第 2 週 | |
| 第 3 週 | |
| 第 4 週 | |
| 第 5 週 | |
| 第 6 週 | |
| 第 7 週 | |
| 第 8 週 | |
| 第 9 週 | Introduction to Smart Healthcare: basic elements and concepts |
| 第 10 週 | Internet of Medical Things and Fundamental Infrastructure |
| 第 11 週 | AI Technologies related to Smart Healthcare (1) |
| 第 12 週 | AI Technologies related to Smart Healthcare (2) |
| 第 13 週 | Commonly used Machine Learning and Deep Learning models (1) |
| 第 14 週 | Commonly used Machine Learning and Deep Learning models (2) |
| 第 15 週 | Smart Healthcare in Remote Healthcare and Hospital Management |
| 第 16 週 | Student Presentation |
| 第 17 週 | Advanced Topics |
| 第 18 週 |
1. Andre, Arthur (Ed.) Digital Medicine (2019) 2. Jain, V., & Chatterjee, J. M. (Ed.) Machine Learning with Health Care Perspective (2020) 3. Al-Turjman, F., Nawaz, M. H., & Ulusar, U. D. (2020). Intelligence in the Internet of medical things era: a systematic review of current and future trends. Computer Communications, 150, 644-660.
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