ECE 452: Medical Imaging Systems

Professor Kevin J. Parker • Department of Electrical and Computer Engineering • University of Rochester
E-mail: kevin.parker@rochester.edu

Teaching Assistant:  Shujie Chen

Email: shujie.chen@rochester.edu

Office hours now through 10/5/12: Hopeman Building Room 319, Mondays 11:00A-12:00P and Fridays 1:00P-2:00P

Office hours 10/7/12 through end of semester: Hopeman Building Room 319, Tuesdays 4:00P-5:00P and Fridays 1:00P-2:00P

 

Lecture

Monday and Wednesday, 3:25-4:40 p.m.
Goergen 108
Office hours by appointment

 

Overview

This course provides an introduction to the principles of X-ray, CT, PET, MRI and ultrasound imaging. The emphasis is on providing linear models of each modality, which allows linear systems and Fourier transform techniques to be applied to analysis problems.

 

Texts

Prince and Links, Medical Imaging Signals & Systems (Required)
Macovski, Medical Imaging Systems (Reference)
Bracewell, The Fourier Transform and Its Applications (Reference)
Mackay, Medical Images and Displays (Reference)
Young, MRI Basic Principles (Reference)

Cobbold, Foundations of Biomedical Ultrasound (Reference)

 

University of Rochester Carlson Library Reference Site
Numerous journal articles -- to be distributed in class

Assignments

Weekly problem sets (analytic and computer simulations),
midterm, final project. Include MatLab codes with all problems.

Due Monday, September 10, 2012:
Read: Chapter 1, 2 in Prince

Problems: 2.1 a,b; 2.2 a,b; 2.6 a,b; 2.10 a,b,c; 2.18

Due Monday September 17, 2012:
ECE452 Homework 2 PDF file

Transform Reading

Due Monday, September 24, 2012:
ECE452 Homework 3 PDF file

Due Monday, Octber 1, 2012:
ECE452 Homework 4 PDF file

Due Wednesday, October 10, 2012:
ECE452 Homework 5 PDF file

Due Wednesday, October 17, 2012:
ECE452 Homework 6 PDF file

***SKIP HOMEWORK 7***

Due Wednesday, October 24, 2012:
ECE452 Homework 8 PDF file

Wednesday, October 31, 2012: Midterm examination

Sample Midterm Exam 2001

Sample Midterm Exam 2007

Due Wednesday, November 7, 2012: Homework 9:
Read: Chapter 12 and 13 in Prince
Problem 12.5 (Plot results using brain values of T1 and T2)

Due Wednesday, November 14, 2012:
MRI Homework PDF File

Due Monday, November 19, 2012:
Hand in your final project plan, composed of:
1) Topic
2) 3-5 references from the literature addressing this topic
3) your plan for simulations, your approach
4) your metric for showing how well you are doing
This can be short, i.e. one page. I am assuming everyone is working in groups of 2 at this point, unless you have an exception from me. Please put both names on the assignment.


Final Project Presentation Schedule
Monday, December 10, 2012 and Wednesday, December 12, 2012

Due Monday, December 17, 2012 by 5:00 pm:
Written project reports (a summary of your presentation with results and quantitative metrics of quality) delivered to Prof. Parker's Hopeman office or mailbox. These should have a short narrative of no more than 3 pages, plus additional figures, images, and graphs to demonstrate the concept and the results.

 

 

Course Notes

Lecture #1
Lecture #2
Lecture #3
Lecture #4
Lecture #5
Lecture #6
Lecture #7
Lecture #8
Lecture #9
Lecture #10

PET CT
US 0
US 1
US 2
US 3
MRI 1
MRI 2 - Artifacts
MRI 3 - Physics

MRI 4

MRI 5

(All notes are in .pdf format and require Adobe® Acrobat® Reader )

 

 

 

 


Last update: October 18, 2012