基本素養 Basic Literacy
■ 理解專業醫學與工程倫理及社會責任
Understand professional medical and engineering ethics and society responsibility
□ 培養有效溝通、表達及團隊合作精神之能力
Cultivate effective communication, presentation, and cooperation
□ 培養終身學習的能力
Lifelong learning ability
□ 培養具備國際觀及外語能力
Global vision and foreign languages
核心能力 Competence
■ 特定領域之專業知識
Specific fields of expertise
■ 創新思考及獨立解決問題之能力
Innovative thinking and independent problem solving ability
□ 撰寫專業論文之能力
The professional thesis writing ability
□ 良好的國際觀
Perfect international perspective
□ 與不同領域人員協調整合之能力
Coordination and integration ability with different areas personnel
■ 策劃及執行專題研究之能力
Planning and execution of a research project capability
□ 領導、管理及規劃之能力
Leadership, management and planning ability
□ 終身自我學習成長之能
Growth of life-long self-learning ability
課程概述 Course Description
1.教學內容:本課程主要著重說明高等數位影像處理技術在生物醫學領域之應用。課程內容包含醫學成像、影像表示與分析、影像對位、影像視覺化、影像未來發展趨勢等。2.教學目標: 建立學生基本醫學影像系統之觀念 ‧ 讓學生瞭解數位影像處理之原理與應用 ‧ 讓學生熟悉醫學影像分析之觀念與技術 "1. Course Description Course content includes medical imaging, image representation and analysis, image alignment, image visualization, and future trends of imaging 2. Course Objectives ‧ Establish the concept of basic medical imaging system for students ‧ Let students understand the principles and applications of digital image processing ‧ Familiarize students with the concepts and techniques of medical image analysis "
課程學習目標 Course Objectives
課程進度 Progress Description
| 進度說明 Progress Description | |
|---|---|
| 1 | 02/15 Course general description and grading guidelines |
| 2 | 02/22 Introduction to Medical Imaging (1) |
| 3 | 03/01 Introduction to Medical Imaging (2) |
| 4 | 03/08 Review of Fourier Transform, Hartley Transform and Wavelet Transform (1) |
| 5 | 03/15 Review of Fourier Transform, Hartley Transform and Wavelet Transform (2) |
| 6 | 03/22 Medical Image Enhancement with Applications |
| 7 | 03/29 Medical Image Segmentation with Applications (1) |
| 8 | 04/05 University activity Week (no class) |
| 9 | 04/12 Medical Image Segmentation with Applications (2) |
| 10 | 04/19 Medical Image Representation and Analysis (1) |
| 11 | 04/26 Medical Image Representation and Analysis (2) |
| 12 | 05/03 Medical Image Registration with Applications (1) |
| 13 | 05/10 Medical Image Registration with Applications (2) |
| 14 | 05/17 Medical Image Visualization with Applications |
| 15 | 05/24 Introduction to Convolutional Neural Network with Applications |
| 16 | 05/31 Deep learning in Medical Image Analysis |
| 17 | 06/07 Paper review with ppt report (Students) |
| 18 | 06/14 Final project with ppt report and General discussions |
以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.
有關課程其他調查 Other Surveys of Courses
1.本課程是否規劃業界教師參與教學或演講? 否Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No
3.本課程是否可歸認為學術倫理課程? 否
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics? No
4.本課程是否屬進入社區實踐課程? 否
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged? No