超音波於醫學及人工智慧的應用
Application of ultrasound in medicine and artificial intelligence
學期
111-1
學分
1
學分
當期課號
132520
永久課號
BEIR20042
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 |
| 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 |
| 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 |