超音波於醫學及人工智慧的應用
Application of ultrasound in medicine and artificial intelligence
學期
110-1
學分
1
學分
當期課號
A986
永久課號
B2085
開課單位
生物醫學影像暨放射科學系
授課教師
吳文沛
類別
選修
上課時間表
| 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
週次計畫
| 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 |
| 第 2 週 | Basic Principles and Examination Technique of Automated Whole Breast Ultrasound |
| 第 3 週 | Application of Ultrasound Elastography to the Diagnosis a) Liver ultrasound elastography b) Breast ultrasound elastography |
| 第 4 週 | Imaging-guided Interventions (I) a) Ultrasound-guided biopsy b) Stereotactic interventions |
| 第 5 週 | Imaging-guided Interventions (II) a) Imaging-guided percutaneous aspiration and drainages b) MRI-guided biopsy |
| 第 6 週 | Ultrasound and Artificial Intelligence a) Image Processing b) Artificial Intelligence in Medical Imaging |
| 第 7 週 | Imaging-guided Interventions (III) a) Radio-frequency Ablation b) Microwave Ablation Review the classes |
| 第 8 週 | 期中報告 Mid-term Exam |
| 第 9 週 | (線上課程)Artificial Intelligence in Ultrasound a)Computer-Aided Detection b)Computer-Aided Diagnosis |
| 第 10 週 | |
| 第 11 週 | |
| 第 12 週 | |
| 第 13 週 | |
| 第 14 週 | |
| 第 15 週 | |
| 第 16 週 | |
| 第 17 週 | |
| 第 18 週 |
教科書
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