課程名稱 |
醫學影像處理 Medical Image Processing |
開課學期 |
102-1 |
授課對象 |
電機資訊學院 生醫電子與資訊學研究所 |
授課教師 |
張瑞峰 |
課號 |
CSIE5120 |
課程識別碼 |
922 U3460 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三3,4,@(10:20~) |
上課地點 |
資107 |
備註 |
總人數上限:50人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
Computers have become an integral part of medical imaging systems and are used for everything from data acquisition and image generation to image display and analysis. As the scope and complexity of imaging technology steadily increase, more advanced techniques are required to solve the emerging challenges. Medical Image Processing demonstrates the benefits reaped from the application of digital image processing, computer vision, and pattern analysis techniques to biomedical images, such as adding objective strength and improving diagnostic confidence through quantitative analysis. |
課程目標 |
瞭解超音波、CT、MRI等醫學影像處理與應用。
VTK
ITK
Medical Images
Image Quality
Artifact Removal
Image Enhancement
ROI Detection
Shape
Texture
Oriented Patterns
Reconstruction
Restoration
Coding
Classification
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課程要求 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
Biomedical Image Analysis, Rangaraj M. Rangayyan, CRC, 2004 |
評量方式 (僅供參考) |
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