程式語言與醫學影像處理
Programming Language and Medical Image Processing
| 節 | 週四 |
|---|---|
7 15:30–16:20 | 程式語言與醫學影像處理 YL403（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 course will use MATLAB programming language as the platform to focus on medical image processing combined with the application of 3D modeling. Multimodal contents of this course, including real-world MRI/CT images, hands-on practice, and online learning videos, can enhance students' motivation and engagement for active learning. The intended learning outcomes include: 1) Understand common usages of MATLAB functions. 2) Demonstrate communication and collaboration skills within your study group to analyze images. 3) Apply acquired skills for medical image processing to solve clinical issues.
NA
無備註
Through hands-on experience, computer test, and team project, students will be able to understand and apply medical image analysis, such as DICOM format, intensity thresholding, image filtering, object rendering, and mesh smoothing, for 3D anatomical modeling.
1. Attendance and participation in class activities: 20% 2. Homework: 15% 2. Midterm computer test: 35% 3. Final team project: 30%
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Course introduction and MATLAB environment 2026-09-10(四) 時數：[2026-09-10]盧家鋒(2.00) |
| 第 2 週 | Basic language usage - medical image import 2026-09-17(四) 時數：[2026-09-17]盧家鋒(2.00) |
| 第 3 週 | Matrix operation and computation - image size and resolution adjustment 2026-09-24(四) 時數：[2026-09-24]盧家鋒(2.00) |
| 第 4 週 | Structure array - DICOM metadata and contrast adjustment 2026-10-01(四) 時數：[2026-10-01]盧家鋒(2.00) |
| 第 5 週 | Cell array - read and write Excel file 2026-10-08(四) 時數：[2026-10-08]盧家鋒(2.00) |
| 第 6 週 | Flow control, for-loop and while-loop - import and calculation of 3-dimensional images 2026-10-15(四) 時數：[2026-10-15]盧家鋒(2.00) |
| 第 7 週 | Flow control, if-else and switch-case - region of interest and thresholding 2026-10-22(四) 時數：[2026-10-22]盧家鋒(2.00) |
| 第 8 週 | Review what we've learned 2026-10-29(四) 時數：[2026-10-29]盧家鋒(2.00) |
| 第 9 週 | Midterm computer test 2026-11-05(四) 時數：[2026-11-05]盧家鋒(2.00) |
| 第 10 週 | Midterm discussion and orientation of final team competition 2026-11-12(四) 時數：[2026-11-12]盧家鋒(0.00) |
| 第 11 週 | Function - image smoothing and edge detection 2026-11-19(四) 時數：[2026-11-19]盧家鋒(2.00) |
| 第 12 週 | Graphic structure - lines, bar chart, and data display 2026-11-26(四) 時數：[2026-11-26]盧家鋒(2.00) |
| 第 13 週 | Graphic structure - image display 2026-12-03(四) 時數：[2026-12-03]盧家鋒(2.00) |
| 第 14 週 | 3D object rendering - surface and volume rendering 2026-12-10(四) 時數：[2026-12-10]盧家鋒(2.00) |
| 第 15 週 | Review what we've learned 2026-12-17(四) 時數：[2026-12-17]盧家鋒(2.00) |
| 第 16 週 | Final team competition 2026-12-24(四) 時數：[2026-12-24]盧家鋒(2.00) |
Title: MATLAB Programming for Engineers Author: Stephen J. Chapman Publisher: Cengage Learning 中譯本：MATLAB程式設計與應用，沈志忠譯，全華圖書股份有限公司。
- 地點
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- 時間
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- 聯絡方式
- Please contact lecturer through email: alvin4016@nycu.edu.tw