Medical Image Processing

Fall 2013

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: (時間地點,開學後與助教約定)

Time:

Lectures: Tuesday 2-4

Location:

Lectures: 第一綜合教室B01-109,  and Labs: 第一綜合教室 B01-206 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

Medical Imaging Modalities: Magnetic Resonance 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

12/24

Lab 4

 HW4 given

Lab HW4 given

16

12/31

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