Courses
PhD level
Hands-on introduction to machine learning for biomedical data
UNIL Faculty of Biology and Medicine doctoral school inverted classroom course. Also open to Lemanic Neuroscience Doctoral School students, depending on session (check with your doctoral school coordinator). Gitlab with all notebooks (Python). Course details and registration. Double-dipping demo (Matlab). The next session is April 2024.
Hands-on introduction to deep learning for biomedical data
Upcoming UNIL Faculty of Biology and Medicine doctoral school inverted classroom course. The first session will be in the autumn semester, 2024. Reach out if you’d like to beta-test the new notebooks when they are ready.
Bachelor level
Introduction to image analysis
New course for May 2024. Teaching part of the course with Sven Bergmann, Arianna Ravera, Nicolas Salamin (responsible).
Vocational Training
AI for radiologists
Upcoming introductory class on AI for radiologists, currently restricted to CHUV. Taught jointly with senior radiologist Prof. Patrick Omoumi. The first session will be in December 2023
Master Student Projects
We always have interesting Master research projects on machine learning, statistics, and deep learning. These are easy to arrange if you are at EPFL or UNIL, and we’ll find a way if you’re not – please reach out.
Workshops & summer schools
Summer School on Graphical models for the characterisation of information flow in complex networks
INPG/INRIA/CNRS GMINeuro summer school – educational code for baseline brain graph classification (Matlab).