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 covered semi-supervised learning, validation and image registration, applied to a clinical segmentation problem.