Program

Agenda

Welcoming breakfast
Session 1 – Fundamentals of Large Language Models (LLMs)
- Introduction to Natural Language Processing and LLMs, by Prof. André Martins (Instituto Superior Técnico Lisbon)
Perspective talk
Lunch break
Session 2 – LLMs in biomedicine
- LLMs for single cell, by Prof. David van Dijk (Yale School of Medicine)
- LLMs multiagents, by Prof. Michael Moor (ETH Zurich)
- LLMs in clinics, by Dr. Jean-Louis Raisaro (CHUV/UNIL)
Networking event

Session 1 – Fundamentals of Computer Vision
- Introduction to Computer Vision
Perspective talk, by Prof. Daniel Truhn, University Hospital Aachen
Lunch break
Session 2 – Computer vision for biomedical imaging
- Computer vision for radiology, by Dr. Jonas Richiardi (CHUV/UNIL)
- Computer vision for biomedical imaging, by Prof. Marianna Rapsomaniki (UNIL/CHUV) & Prof. Charlotte Bunne (EPFL)

Session 1 – Introduction to Generative AI
Perspective talk, by Dr. Jörn Jakobsen (Isomorphic labs)
Lunch break
Session 2 – Generative AI for Science
- - GenAI for drug discovery, by Prof. Bruno Correia (EPFL)
  - GenAI in single cell and tissue biology, by Dr. Mo Lotfollahi (Wellcome Sanger Institute) & Prof. Maria Brbic (EPFL)
Social activity

Session 1 – Fundamentals of causality
- Introduction to causal inference, by Prof. Miquel Serra Burriel (University of Zurich)
Perspective talk, by Dr. Fulvio Michelis (Merck Group)
Lunch break
Session 2 – Causality in biomedicine, by Prof. Caroline Uhler (MIT) & Dr. Hana Aliee (Sanger Institute)
Social activity

Session 1 – Fundamentals of graph AI
- Introduction to graph machine learning, by Dr. Dorina Thanou (EPFL)
Perspective talk
Barbecue lunch
Session 2 – Graphs in biomedicine
- Graphs in medicine, by Prof. Pietro Lio (University of Cambridge)
- Generative modeling for biology, by Prof. Alex Tong (Québec AI Institute)
Concluding the week: insights and certificates