資訊工程研究所(Graduate Institute of Computer Science and Information Engineering)
課程名稱(英文)
Biomedical Image Processing Systems
課程代碼
4105107_01
授課教師：
劉偉名
學分數
3
必/選修
選修
開課年級
研究所, 開放大三大四
先修科目或先備能力：
Basic physics, Image processing, Programming.
課程概述：
Through this course, students will gain a fundamental understanding of the imaging principles and applications of mainstream medical imaging systems, as well as the formats of medical images and the methods for interpreting and analyzing image data. The course then uses ultrasound imaging, thermal imagers, nail-fold microscopes, polarization cameras, ultraviolet cameras, and other equipment as examples to introduce their clinical applications and related image processing techniques, and guides students to operate these modalities and implement image processing algorithms.
學習目標：
1. Fundamental knowledge about mainstream medical imaging technologies
2. Image acquisition and data analysis
3. Knowledge about medical applications of optical imaging technologies
具有資訊工程與科學領域之專業知識(Competence in computer science and computer engineering.)
為何有關：
Students will learn image processing from both hardware and software aspects. They will also learn the basic physiology, physics, and design of image acquistion.
達成指標：
Students will learn image processing from both hardware and software aspects. They will also learn the basic physiology, physics, and design of image acquistion.
評量工具(可複選)：
Expected final grade: Level 5: 90 and above; Level 4：80-89; Level 3：70-79; Level 2：60-69; Level 1：below 60;
2
具有創新思考、問題解決、獨立研究之能力(Be creative and be able to solve problems and to perform independent research.)
為何有關：
The assignments and programming homework in this class will challenge what they have learned in the past, stimulate their thinking, and challenge them to search for possible answers.
達成指標：
Come up with a well-defined solution and write a complete report to document their findings during the study.
評量工具(可複選)：
Expected grade from the assignments and class participation: Level 5: 90 and above; Level 4：80-89; Level 3：70-79; Level 2：60-69; Level 1：below 60;
7
認識並遵循學術與工程倫理(Understand and commit to academic and professional ethics.)
為何有關：
1. Some of the medical imaging equipment introduced in the course has harmful radiation, and the risk should be evaluated when considering using this type of equipment.
2. Plagiarism is prohibited in all assignments in this course. And the attendees are requested to follow the correct way of citing.
達成指標：
The attendee should submit well-written reports in all assignments.
評量工具(可複選)：
Expected grade from the assignments and class participation: Level 5: 90 and above; Level 4：80-89; Level 3：70-79; Level 2：60-69; Level 1：below 60;
8
具國際觀及科技前瞻視野(Have international view and vision of future technology.)
為何有關：
The course introduces up-to-date medical imaging technologies. Through the hospital visiting and talks given by outside experts, students will know the current problems and the trend of the latest research.
達成指標：
Students equip with the knowledge about current medical imaging devices, and are aware of the research problems to be solved.
評量工具(可複選)：
Expected grade from class participation and term paper: Level 5: 90 and above; Level 4：80-89; Level 3：70-79; Level 2：60-69; Level 1：below 60;