Fall 2012
Instructor:
殷堂凱, Department
of Computer Science and Information Engineering
Office hours: Thursday 9:00-12:00 A.M. (before the midterm exam), Monday
1:00-4:00 P.M. (after the midterm exam)
Office: 管院 623
Phone: 07-5919515
Email: tkyin@nuk.edu.tw
http://www.csie.nuk.edu.tw/~tkyin/
TA Office Hours: Monday 1:00-3:00 P.M., 法 410-1 (By appointment)
Time:
Lectures: Monday 2-4
Location:
Lectures: 法學院 L02-201, and Labs: 法學院 414 資工系電腦教室
Objectives:
1. Learning the basic steps in medical image processing.
2. Practicing medical image processing in the MATLAB environment.
Lecture content:
1. Medical image fundamentals
2. Medical image processing: Reconstruction, enhancement, segmentation, and registration
Lecture syllabus:
Lecture |
Date |
Subject |
Note |
|
1 |
9/17 |
Introduction |
|
|
2 |
9/24 |
Image Formation |
|
|
3 |
10/1 |
Image Formation, Interaction of Electromagnetic Radiation with Matter in Medical Imaging |
|
|
4 |
10/8 |
Lab 1 |
HW1 given |
Lab HW1 given |
5 |
10/15 |
Medical Imaging Modalities: X-Ray Imaging, Magnetic Resonance Imaging |
|
|
6 |
10/22 |
Medical Imaging Modalities: Magnetic Resonance Imaging |
|
|
7 |
10/29 |
Lab 2 |
HW2 given |
Lab HW2 given |
8 |
11/5 |
Nuclear Medical Imaging Modalities, Medical Imaging Modalities: Ultrasound Imaging |
|
|
9 |
11/12 |
Midterm exam |
|
|
10 |
11/19 |
Image Reconstruction |
|
|
11 |
11/26 |
Image Processing and Enhancement |
|
|
12 |
12/3 |
Lab 3 |
HW3 given |
Lab HW3 given Project given |
13 |
12/10 |
Image Segmentation |
|
|
14 |
12/17 |
Image Representation, Analysis, and Classification |
|
|
15 |
12/22 |
Lab 4 |
HW4 given |
Lab HW4 given |
16 |
12/24 |
Image Registration |
|
|
17 |
1/7 |
Project demo, Lab |
Project due |
|
18 |
1/14 |
Final exam |
|
|
Grade:
Textbook:
Medical Image Analysis, Second Edition, by Atam P. Dhawan, IEEE Press, 2011. 全華圖書代理