Course on Medical Image Processing
Description
Instructors: C. Drapaca, J. Trzasko, C. Studholme, H. Zhu, Y. Zinchenko
Schedule of the course:
Lectures time:
11:00 am to 1:30 pm, with 30 min for lunch from 12:00 pm to 12:30pm.
All lectures will be held at the Fields Institute.Description of the course:
Tumors, and in particular cancer, can be difficult to detect, diagnose and treat. Digital imaging techniques, computer aided diagnosis, image-guided surgery and drug treatment can improve the accuracy and efficiency of tumors detection, diagnosis and treatment. Therefore computer assisted techniques have become a valuable component in today's clinical research and practices. This graduate course on image processing and treatment planning is a collection of feature lecture series, focusing on IMRT inverse treatment planning, CT, MR image reconstruction and various means of analyzing and processing images including image co-registration, level sets, and time-frequency analysis, etc.
August 11-12 |
- lectures by Dr. Hongmei Zhu (lecture slides below) Intensity Tranforms Spatial Transforms Frequency Transforms Time Frequency Transforms |
August 13-14 |
- lectures by Dr. Corina Drapaca |
August 18
|
- lectures by Joshua Trzasko |
August 19-20
|
- lectures by Dr. Colin Studholme (lecture handouts) |
August 21, 11 am-1:00 pm |
- lectures by Dr. Yuriy Zinchenko |
August 22, 4:00-5:00 pm |
-Dr. Yuriy Zinchenko Matlab Tutorial (seminar open to everybody) |
The course will cover the following topics:
1. Convex and robust optimization techniques for radiotherapy treatment planning.
2. Time-frequency analysis and level set methods for imaging sciences.
3. Imaging physics, contemporary methods for fast imaging, image registration and brain image analysis.
In addition, Dr. Zinchenko's seminar on August 22 th will be a MATLAB tutorial on optimization software, (in particular, SeDuMi via MATLAB).*This course is not for credit.
Schedule
11:00 to 12:00 |
Intensity Tranforms
Hongmei Zhu, York University |
12:30 to 13:30 |
Spatial Transforms
Hongmei Zhu, York University |
11:00 to 12:00 |
Frequency Transforms
Hongmei Zhu, York University |
12:30 to 13:30 |
Time Frequency Transforms
Hongmei Zhu, York University |
11:00 to 13:30 |
No Title Specified
Corina Drapaca, The Pennsylvania State University |
11:00 to 13:30 |
No Title Specified
Corina Drapaca, The Pennsylvania State University |
11:00 to 13:30 |
No Title Specified
Joshua D. Trzasko |
11:00 to 13:30 |
No Title Specified
Colin Studholme, University of Washington |
11:00 to 13:30 |
No Title Specified
Colin Studholme, University of Washington |
11:00 to 13:00 |
No Title Specified
Yuriy Zinchenko, University of Calgary |
14:00 to 16:00 |
No Title Specified
Yuriy Zinchenko, University of Calgary |
16:00 to 17:00 |
No Title Specified
Yuriy Zinchenko, University of Calgary |