CEG-739 - Medical Image Analysis

Term: Winter 2011               Lecture Hours: M, W 2:45 - 4:00 PM             Room: 302 RC
Office: 495 JC             Office Hours: M-R: 12:30-1:30 PM       E-mail: agoshtas at wright dot edu

Call Number

62238

Credits:

4

Prerequisites:

Graduate standing

Textbook:

Medical Image Analysis

by Atam Dhawan

IEEE Press, 2003

Purpose of Course:

This course discusses applications of image analysis in medical imaging. Methods for analysis of both 2-D and 3-D (volumetric) images are covered.

Contents:

1.    Introduction

2.    Medical Imaging Modalities

3.    2-D and 3-D Image Segmentation

4.    2-D and 3-D Features

5.    2-D and 3-D Image Registration

6.    Classification and Recognition

Learning Goals:

Basic algorithms for the analysis of medical image are discussed and some of the algorithms are implemented as class projects. Additional materials (journal/conference papers) relating to the topics covered in class are handed out for further reading.

Projects:

There will be two programming assignments, three quizzes, and report and a class presentation. Programming assignments will be in C/C++ or MATLAB. Each student is also required to read a paper on a topic covered in class, summarize it into a short report, and also present it in class.

Grading Policy:

The programming assignments will worth 35%, the presentation and the report will worth 20% , and the quizzes will worth 45% of the total grade. A: [90,100], B: [80,89], C: [70,79], D: [60,69], E: [0,59]

Calendar:

 

Project 1	Handed out: 1/19                          Due: 2/9
Project 2	Handed out: 2/14                           Due:3/2
Quiz 1	On 1/24
Quiz 2	On 2/9
Quiz 3	On 2/28