程式語言
Programming Language
| 節 | 週四 |
|---|---|
7 15:30–16:20 | 程式語言 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%
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course introduction and MATLAB environment 2023-09-14(四) 時數：[2023-09-14]盧家鋒(2.00) |
| 第 2 週 | Basic language usage - medical image import 2023-09-21(四) 時數：[2023-09-21]盧家鋒(2.00) |
| 第 3 週 | off 2023-09-28(四) 時數：[2023-09-28]盧家鋒(0.00) |
| 第 4 週 | Matrix operation and computation - image size and resolution adjustment 2023-10-05(四) 時數：[2023-10-05]盧家鋒(2.00) |
| 第 5 週 | Structure array - DICOM metadata and contrast adjustment 2023-10-12(四) 時數：[2023-10-12]盧家鋒(2.00) |
| 第 6 週 | Cell array - read and write Excel file 2023-10-19(四) 時數：[2023-10-19]盧家鋒(2.00) |
| 第 7 週 | Flow control, for-loop and while-loop - import and calculation of 3-dimensional images 2023-10-26(四) 時數：[2023-10-26]盧家鋒(2.00) |
| 第 8 週 | Flow control, if-else and switch-case - region of interest and thresholding 2023-11-02(四) 時數：[2023-11-02]盧家鋒(2.00) |
| 第 9 週 | Midterm computer test 2023-11-09(四) 時數：[2023-11-09]盧家鋒(2.00) |
| 第 10 週 | Midterm discussion and orientation of final team competition 2023-11-16(四) 時數：[2023-11-16]盧家鋒(2.00) |
| 第 11 週 | Function - image smoothing and edge detection 2023-11-23(四) 時數：[2023-11-23]盧家鋒(2.00) |
| 第 12 週 | Graphic structure - lines, bar chart, and data display 2023-11-30(四) 時數：[2023-11-30]盧家鋒(2.00) |
| 第 13 週 | Graphic structure - image display 2023-12-07(四) 時數：[2023-12-07]盧家鋒(2.00) |
| 第 14 週 | 3D object rendering - surface and volume rendering 2023-12-14(四) 時數：[2023-12-14]盧家鋒(2.00) |
| 第 15 週 | Review what we've learned 2023-12-21(四) 時數：[2023-12-21]盧家鋒(2.00) |
| 第 16 週 | Final team competition 2023-12-28(四) 時數：[2023-12-28]盧家鋒(2.00) |
| 第 17 週 | Self learning: STL file output and 3D model process 2024-01-04(四) 時數：[2024-01-04]盧家鋒(2.00) |
| 第 18 週 | Self learning: Graphic user interface - App designer 2024-01-11(四) 時數：[2024-01-11]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