From Cell to Clinic: Multi-scale Mechanistic Modeling and Statistical Learning for Oncology
Lyon (France)
8-10 Jun 2026
Program
Monday 08 June 2026
| 10:30 - 11:00 | Welcome - Coffee |
| 11:00 - 11:15 | Introduction |
| 11:15 - 12:00 | Keynote 1 - Sarah Watson |
| 12:00 - 13:00 | Thematic Session #1 Mathematical model overview |
| 12:00 - 12:20 | Continuous models: PDEs - Diane Peurichard |
| 12:20 - 12:40 | Spatial agent-based models - Vera Pancaldi |
| 12:40 - 13:00 | Quantitative System Pharmacology - Annabelle Ballesta |
| 13:00 - 14:00 | Lunch |
| 14:00 - 15:00 | Thematic Session #2 Innovative methods for single cell |
| 14:00 - 14:20 | Lineage Tracing - Solene Song |
| 14:20 - 14:40 | GRN Inference - Elias Ventre |
| 14:40 - 15:00 | Boolean networks machine learning - Loic Paulevé |
| 15:00 - 15:10 | Introduction to roundtables |
| 15:10 - 16:30 | Roundtables #1 |
| 15:10 - 16:30 | Theme 1 (TBD) |
| 15:10 - 16:30 | Theme 2 (TBD) |
| 15:10 - 16:30 | Theme 3 (TBD) |
| 16:30 - 17:00 | Coffee break + Introduction to feedback meeting |
| 17:00 - 18:30 | Feedback Meetings |
| 17:00 - 17:30 | Feedback Theme 1 |
| 17:30 - 18:00 | Feedback Theme 2 |
| 17:30 - 18:00 | Feedback Theme 3 |
| 18:30 - 20:30 | Cocktail |
Tuesday 09 June 2026
| 8:30 - 9:00 | Welcome - Coffee |
| 9:00 - 9:45 | Keynote #2 - Jérémie Guedj |
| 9:45 - 11:00 | Thematic Session #3 Modeling longitudinal clinical data |
| 9:45 - 10:10 | Circulating tumor DNA - Charlotte Proudhon |
| 10:10 - 10:35 | Infering mutations from ctDNA - Ulysse Herbach |
| 10:35 - 11:00 | Dynamical models of blood cells - Chloé Audebert |
| 11:00 - 11:30 | Coffee break |
| 11:30 - 12:30 | Thematic Session #4 Data-driven inference |
| 11:30 - 11:50 | Bayesian model inference for immunology - Quentin Marcou |
| 11:50 - 12:10 | Physic Model Learning - Lorenzo Sala |
| 12:10 - 12:30 | Causal inference - Irene Balelli |
| 12:30 - 13:30 | Lunch |
| 13:30 - 14:15 | Keynote #3 - Emmanuel Barillot |
| 14:15 - 15:45 | Roundtables #2 |
| 14:15 - 15:45 | Theme 1 |
| 14:15 - 15:45 | Theme 2 |
| 14:15 - 15:45 | Theme 3 |
| 15:45 - 16:15 | Coffee break |
| 16:15 - 17:45 | Feedback Meetings |
| 16:15 - 16:45 | Feedback Theme 1 |
| 16:45 - 17:15 | Feedback Theme 2 |
| 17:15 - 17:45 | Feedback Theme 3 |
| 17:45 - 20:30 | Cocktail |
Wednesday 10 June 2026
| 9:00 - 9:45 | Keynote #4 - Angélique Stephanou |
| 9:45 - 11:00 | Roundtable Inserm/Inria - Bruno Quesnel, Emmanuel Barillot, Michel Dojat, Hugues Berry |
| 11:00 - 12:30 | Thematic Session #5 Deep Learning for clinical applications |
| 11:00 - 11:30 | LLMs - Loic Verlingue |
| 11:30 - 12:00 | XAI - Marielle Ousset & Julien Aligon |
| 12:00 - 12:30 | TBD - TBD |
| 12:30 - 13:30 | Lunch |
| 13:30 - 14:15 | Keynote #5 - Hakim Benkirane |
| 14:15 - 15:45 | Networking / projects |
| 15:45 - 16:00 | Final Conclusion |
