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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 |
103-1 |
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授課對象 |
電機資訊學院 電機工程學研究所 |
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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/1031EE5082_ |
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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 (1) the underlined physics, (2) imaging techniques, (3) imaging system and (4) 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.
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. 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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課程目標 |
待補 |
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課程要求 |
【Prerequisites (recommended but not required)】
Fundamental modern physics, Electromagnetism (1), Signal and System, Imaging processing techniques.
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預期每週課後學習時數 |
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Office Hours |
每週四 14:10~15:00 備註： BL R619 |
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指定閱讀 |
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.
【Appendix II】
＊ Image reconstruction methods
＊ Artifacts in CT, MRI etc.
＊ 2D/3D Image registration
＊ Dynamic Imaging Analysis
＊ Medical imaging analysis, processing and segmentation
＊ Compartment analysis in functional study and nuclear medicine
＊ 3D Medical imaging and volume, surface rendering
＊ ROC analysis of imaging system / methodology
＊ MRI K space manipulations, fast imaging and hybrid imaging
＊ MRI motion suppression techniques
＊ MRI Applications
＊ Angiography methods analysis
＊ Microscopy pattern recognition
＊ Picture Archiving and Communication System (PACS)
＊ Thermal Imaging Analysis / Simulations
＊ Visual perception of Medical Image quality
＊ Other quantitative / parameter imaging analysis
＊ Optical Flow analysis (heart and joint )
＊ Functional MRI / PET / EEG Correlation study
＊ Edge Detection in Blurred images
【Appendix III】
〈Major references〉The combination of the first three books will be adequate. Unfortunately, only the first two books are available in Taiwan’s bookstore.
(1) Z.H. Cho et al., Foundations of Medical Imaging, John Wiley and Sons, 1993
A intermediate level new book with his research results over 20 years. Z. H. Cho is kind of a genius in Medical Imaging field. You can feel this deeply when you go through these chapters.
(2) Albert Macovski, Medical Imaging Systems, Prentice-Hall, 1983
A best-sell in this field over a decade, but is a little bit old considering all the innovations in ten years. Also, it is out of print. You can find it only in Engineering Library. The second edition is on its way to come.
(3) K.K. Shung et al., Principles of Medical Imaging, Academic Press, 1992
A good book for beginners, with up-to-date systems and much easier mathematics to follow. The author’s strength is in ultrasonic imaging.
** There are other books on medical imaging physics. It covers most of the medical imaging systems before 1988 in great depth. There is one copy in Engineering Library.**
(4) S. Webb, The physics of Medical Imaging, Institute physics, 1988
A descent book on medical imaging physics. It covers most of the medical imaging systems before 1988 in great depth. There is one copy in Engineering Library.
(5) Thomas S. Curry et al., Christensen’s Introduction to the physics of Diagnostic Radiology, Lea and Febiger, Lastest version
You can find it in Medicine Library, even in bookstore. It is pretty popular.
**Of course, there are many books in this field, if you need more information, just go to library and find those books on RC78. xxx. I believe you will find a lot.**
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參考書目 |
教科書： 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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No. |
項目 |
百分比 |
說明 |
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1. |
Homework |
40% |
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2. |
Midterm Exam |
20% |
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3. |
Final project report |
20% |
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4. |
Final Exam |
20% |
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週次 |
日期 |
單元主題 |
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第1週 |
9/18 |
Introduction-陳志宏老師 |
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第2週 |
9/25 |
X-Ray Imaging Systems-陳中明老師 |
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第3週 |
10/02 |
CT1 : Reconstruction Mathematics-陳中明老師 【HW01】 |
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第4週 |
10/09 |
CT 2: Multidetector CT and Its Applications-陳中明老師【HW02】 |
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第5週 |
10/16 |
General Medical Imaging: Signal, Contrast-陳志宏老師 |
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第6週 |
10/23 |
General Medical Imaging: Noise, Resolution-陳志宏老師【HW03】 |
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第7週 |
10/30 |
Ultrasound Imaging Systems-陳中明老師【HW04】 |
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第8週 |
11/06 |
MRI 1: Theoretical Basis-陳志宏老師 |
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第9週 |
11/13 |
Mid Term Exam (Take Home) |
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第10週 |
11/20 |
MRI 2: Imaging Technique-陳志宏老師 |
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第11週 |
11/27 |
MRI 3: System Layout-陳志宏老師【HW05/Lab】 |
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第12週 |
12/04 |
Nuclear Medicine 1: Radioisotope Imaging and SPECT-陳中明老師 |
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第13週 |
12/11 |
Nuclear Medicine 2: PET and Cyclotron-陳中明老師【HW06】 |
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第14週 |
12/18 |
Imaging Quality Analysis: Rose Model, ROC-陳志宏老師【HW07】 |
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第15週 |
12/25 |
FMRI-陳志宏老師 |
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第16週 |
1/01 |
開國紀念日放假 |
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第17週 |
1/08 |
Molecular Imaging/ Final Exam( Take Home)【HW08】 |
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第18週 |
1/15 |
Final Report 【HW09】 |
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