This course covers a number of state-of-the-art techniques and topics in medical image analysis. It is a specialization course for those with a general understanding of medical image analysis looking to deepen their knowledge. To give you an idea of topics, the past year the course coveredgenerative models for machine learning, validation and non-linear image registration, applied to a clinical segmentation problem.