超音波於醫學及人工智慧的應用
Application of ultrasound in medicine and artificial intelligence
學期
109-1
學分
1
學分
當期課號
A392
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
張瑞峰、陳榮泰、李智偉、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 UltrasoundApplication of Ultrasound Elastography to the Diagnosis a) Liver ultrasound elastography b) Breast ultrasound elastography |
| 第 3 週 | Application of Ultrasound Elastography to the Diagnosis a) Liver ultrasound elastography b) Breast ultrasound elastographyImaging-guided Interventions (I) a) Ultrasound-guided biopsy b) Stereotactic interventions |
| 第 4 週 | Imaging-guided Interventions (I) a) Ultrasound-guided biopsy b) Stereotactic interventionsImaging-guided Interventions (II) a) Imaging-guided percutaneous aspiration and drainages b) MRI-guided biopsy |
| 第 5 週 | Imaging-guided Interventions (II) a) Imaging-guided percutaneous aspiration and drainages b) MRI-guided biopsyUltrasound-guided Interventional Pain Management a) Head and Neck b) Thorax c) Lumbar d) Pelvic |
| 第 6 週 | a. Image Processing b. Artificial Intelligence in Medical Imaging Imaging-guided Interventions (III) a) Radio-frequency Ablation b) Microwave Ablation |
| 第 7 週 | Imaging-guided Interventions (III) a) Radio-frequency Ablation b) Microwave Ablation Review the classesArtificial Intelligence in Ultrasound a) Computer-Aided Detection b) Computer-Aided Diagnosis |
| 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 |