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課程名稱 |
醫學影像系統
Medical Imaging Systems |
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開課學期 |
102-1 |
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授課對象 |
電機資訊學院 光電工程學研究所 |
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授課教師 |
陳志宏 |
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課號 |
EE5082 |
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課程識別碼 |
921 U3480 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四2,3,4(9:10~12:10) |
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上課地點 |
電二102 |
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備註 |
與陳中明合開
總人數上限：20人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1021MIS102 |
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課程簡介影片 |
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核心能力關聯 |
本課程尚未建立核心能力關連 |
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課程大綱
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課程概述 |
Medical imaging has become a powerful non-invasive diagnostic tool for the modern medicine. It has an interdisciplinary achievement of many physicists, chemists, engineers and medical doctors, especially in the last twenty-five years. In this introductory, three-unit course, we are going to discuss the underlined physics, imaging techniques, imaging system and their applications for systems used in diagnostic radiology. For medical imaging that is not used in radiology, we are not able to cover it at this point due to the limited time we have in one semester. |
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課程目標 |
Although this is an engineer-oriented course, physicists, chemists as well as medical doctors are much welcomed to audit for any specific field you are especially interested in. Lectures are based on a three-hour module each week (appendix I). Students will have some computer homework assignments, one midterm exam, one final exam and a final project report (see appendix II) at the end of the semester. |
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課程要求 |
Prerequisites (recommended but not required)
Fundamental modern physics, Electromagnetism (1), Signal and System, Imaging processing techniques.
Homework 40%
Midterm Exam 20%
Final project report 20%
Final Exam 20%
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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 |
There is not a single up-to-date quantitative book containing most of the material in this course, but several reference books are recommended in appendix III. First three books in the list are all good choices to keep. |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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第1週 |
9/12 |
Introduction |
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第2週 |
9/19 |
中秋節 |
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第3週 |
9/26 |
X-Ray Imaging Systems |
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第4週 |
10/03 |
CT1 : Reconstruction Mathematics |
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第5週 |
10/10 |
國慶日 |
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第6週 |
10/17 |
CT 2: Computer-aided detection and diagnosis of lung diseases in lung CT images |
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第7週 |
10/24 |
General Medical Imaging: Signal, Contrast |
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第8週 |
10/31 |
General Medical Imaging: Noise, Resolution |
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第9週 |
11/07 |
Mid Term Exam (Take Home) |
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第10週 |
11/14 |
Imaging Quality Analysis: Rose Model, ROC(11/28 上傳檔案) |
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第11週 |
11/21 |
MRI 1: Theoretical Basis |
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第12週 |
11/28 |
MRI 2: Imaging Technique(11/28上傳檔案) |
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第13週 |
12/05 |
Ultrasound Imaging Systems |
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第14週 |
12/12 |
MRI 3: System Layout |
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第15週 |
12/19 |
Nuclear Medicine 1: Radioisotope Imaging and tomographic reconstruction algorithms |
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第16週 |
12/26 |
FMRI |
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第17週 |
1/02 |
Molecular Imaging |
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第18週 |
1/09 |
Nuclear Medicine 2: PET and Cyclotron |
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第19週 |
1/16 |
Final Exam( Take Home) |
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第20週 |
1/23 |
Final Report |
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