Spring 2020
Instructor:
殷堂凱, Department
of Computer Science and Information Engineering
Office hours: Monday 1:00-4:00 P.M.
Office: 綜合大樓200
Phone:
07-5919515
Email: tkyin@nuk.edu.tw
http://www.csie.nuk.edu.tw/~tkyin/
TA Office Hours: (時間地點，開學後與助教約定)
Time:
Lectures: Thursday 2-4
Location:
Lectures: 綜合大樓204教室, and Labs: 工學院209教室
Objectives:
1. Learning the basic steps in medical image processing.
2. Practicing medical image processing in the python environment.
Lecture content:
1. Medical image fundamentals
2. Medical image processing: Reconstruction, enhancement, segmentation, and registration
Lecture syllabus:
|
Lecture |
Date |
Subject |
Note |
|
|
1 |
2/27 |
Introduction, Image Formation |
|
|
|
2 |
3/5 |
Image Formation, Interaction of Electromagnetic Radiation with Matter in Medical Imaging |
|
|
|
3 |
3/12 |
Lab 1 |
HW1 given |
Lab HW1 given |
|
4 |
3/19 |
Medical Imaging Modalities: X-Ray Imaging, Magnetic Resonance Imaging |
|
|
|
5 |
3/26 |
Medical Imaging Modalities: Magnetic Resonance Imaging |
|
|
|
6 |
4/2 |
Holiday. No class. |
|
|
|
7 |
4/9 |
Lab 2 |
HW2 given |
Lab HW2 given |
|
8 |
4/16 |
Medical Imaging Modalities: Magnetic Resonance Imaging |
|
|
|
9 |
4/23 |
Midterm exam |
|
|
|
10 |
4/30 |
Image Reconstruction |
|
|
|
11 |
5/7 |
Image Processing and Enhancement |
|
|
|
12 |
5/14 |
Lab 3 |
HW3 given |
Lab HW3 given Project given |
|
13 |
5/21 |
Image Segmentation |
|
|
|
14 |
5/28 |
Image Representation, Analysis, and Classification |
|
|
|
15 |
6/4 |
Lab 4 |
HW4 given |
Lab HW4 given |
|
16 |
6/11 |
Image Registration |
|
|
|
17 |
6/18 |
Project demo, Lab |
Project due |
|
|
18 |
6/25 |
Holiday. No class. |
|
|
Grade:
Textbook:
Medical Image Analysis, Second Edition, by Atam P. Dhawan, IEEE Press, 2011. 全華圖書代理