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

  • To acquaint students with basic knowledge of medical imaging systems
  • To understand the principles and applications of digital image processing
  • To familiarize the techniques of medical image analysis with examples
  • 課程進度 Progress Description

    進度說明 Progress Description
    102/15 Course general description and grading guidelines
    202/22 Introduction to Medical Imaging (1)
    303/01 Introduction to Medical Imaging (2)
    403/08 Review of Fourier Transform, Hartley Transform and Wavelet Transform (1)
    503/15 Review of Fourier Transform, Hartley Transform and Wavelet Transform (2)
    603/22 Medical Image Enhancement with Applications
    703/29 Medical Image Segmentation with Applications (1)
    804/05 University activity Week (no class)
    904/12 Medical Image Segmentation with Applications (2)
    1004/19 Medical Image Representation and Analysis (1)
    1104/26 Medical Image Representation and Analysis (2)
    1205/03 Medical Image Registration with Applications (1)
    1305/10 Medical Image Registration with Applications (2)
    1405/17 Medical Image Visualization with Applications
    1505/24 Introduction to Convolutional Neural Network with Applications
    1605/31 Deep learning in Medical Image Analysis
    1706/07 Paper review with ppt report (Students)
    1806/14 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