news

Jun 01, 2025 I joined Microsoft Research Health Futures in Cambridge, working on interpretability for scientific discovery in biology!
Jan 01, 2025 :page_facing_up: Our paper on predicting intrahepatic cholangiocarcinoma transcriptomic classes from routine histology using self-supervised learning is published in JHEP Reports! Beyond validating SSL-based molecular subtyping on both biopsies and surgical specimens, we uncover an intriguing influence of training-set constitution: good molecular alignment appears more beneficial than raw data quantity for learning meaningful representations.
Nov 29, 2023 :tada: I successfully defended my PhD thesis! :tada: Manuscript; Slides.
Jun 20, 2023 :trophy: Won 3rd place in the VisioMel Challenge: Predicting Melanoma Relapse, organized by the Health Data Hub and the French Society of Pathology. Write-up and code.