超音波於醫學及人工智慧的應用
Application of ultrasound in medicine and artificial intelligence
| 節 | 週三 |
|---|---|
5 13:20–14:10 | 超音波於醫學及人工智慧的應用 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction of the course a) Instrumentations and Basic Principles of Ultrasound b) Basic Examination Techniques c) Clinical ultrasound in the age of Artificial Intelligence Basic Principles and Examination Technique of Automated Whole Breast Ultrasound 2021/09/15 |
| 第 2 週 | Basic Principles and Examination Technique of Automated Whole Breast Ultrasound 2021/09/22 |
| 第 3 週 | Application of Ultrasound Elastography to the Diagnosis a) Liver ultrasound elastography b) Breast ultrasound elastography 2021/09/29 |
| 第 4 週 | Imaging-guided Interventions (I) a) Ultrasound-guided biopsy b) Stereotactic interventions 2021/10/06 |
| 第 5 週 | Imaging-guided Interventions (II) a) Imaging-guided percutaneous aspiration and drainages b) MRI-guided biopsy 2021/10/13 |
| 第 6 週 | Ultrasound and Artificial Intelligence a) Image Processing b) Artificial Intelligence in Medical Imaging 2021/10/20 |
| 第 7 週 | Imaging-guided Interventions (III) a) Radio-frequency Ablation b) Microwave Ablation Review the classes 2021/10/27 |
| 第 8 週 | 期中報告 Mid-term Exam 2021/11/03 |
| 第 9 週 | (線上課程)Artificial Intelligence in Ultrasound a)Computer-Aided Detection b)Computer-Aided Diagnosis 2021/11/10 |
| 第 10 週 | 2021/11/17 |
| 第 11 週 | 2021/11/24 |
| 第 12 週 | 2021/12/01 |
| 第 13 週 | 2021/12/08 |
| 第 14 週 | 2021/12/15 |
| 第 15 週 | 2021/12/22 |
| 第 16 週 | 2021/12/29 |
| 第 17 週 | 2022/01/05 |
| 第 18 週 | 2022/01/12 |
教科書名:Textbook of Diagnostic Sonography: 2-Volume Set; 8th Edition 作 者:Sandra Hagen-Ansert 出 版 社:Churchill Livingstone 其他參考書目如下: (1) Paul Allan: Clinical Ultrasound, 2-Volume Set, 3 rd Edition, 2011. (2) S. Kevin Zhou: Handbook of Medical Image Computing and Computer Assisted Intervention, 1 st Edition, 2019
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