Medical Image Analysis course (8DC00)

This course is a sequel to the second year introductory imaging course. In that course the basic principles of image analysis were covered. In 8DC00 we will concentrate on the more advanced image analysis methods and on how they can be used to tackle clinical problems. Topics covered include image registration, segmentation and computer-aided diagnosis.

Exercises and project work

Before you start, it is highly recommended to read the general exercise guidelines.

Medical image registration

• Introduction

• Exercises

  • Exercise 1: Geometrical transformations
  • Exercise 2: Image transformation and least squares fitting
  • Exercise 3: Image similarity metrics
  • Exercise 4: Towards intensity-based image registration

• Project work

Segmentation of medical images

TBA

Computer-aided diagnosis

TBA

Assessment

• Assessment rubric