230 citations
- Université Paris CitéFR8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- InsermFR7 papers
- Sorbonne UniversitéFR4 papers
- Université Paris Sciences et LettresFR4 papers
- Institut PasteurFR3 papers
- Sorbonne Paris CitéFR3 papers
- CERMICSFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- École nationale des ponts et chausséesFR2 papers
- École Nationale Supérieure des Mines de ParisFR2 papers
- École Normale Supérieure de LyonFR2 papers
25 papers
Calibrating confounding strength in sensitivity models for weighting estimators: a comparative review and a new method
Jean-Baptiste Baitairian, Bernard Sebastien, Rana Jreich +2
Causal inference is only valid when its underlying assumptions are satisfied, one of the most central being the ignorability or unconfoundedness assumption. However, this hypothesi…
Efficient Fine-Tuning of DINOv3 Pretrained on Natural Images for Atypical Mitotic Figure Classification
Guillaume Balezo, Raphaël Bourgade, Hana Feki +6
Atypical mitotic figures (AMFs) indicate abnormal cell division associated with poor prognosis. Their detection remains difficult due to low prevalence, subtle morphology, and inte…
MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models
Guillaume Balezo, Roger Trullo, Albert Pla Planas +2
Histopathological analysis is a cornerstone of cancer diagnosis, with Hematoxylin and Eosin (H&E) staining routinely acquired for every patient to visualize cell morphology and tis…
Treatment Effect Estimation in Causal Survival Analysis: Practical Recommendations
Charlotte Voinot, Clément Berenfeld, Imke Mayer +2
The restricted mean survival time (RMST) difference offers an interpretable causal contrast to estimate the treatment effect for time-to-event outcomes, yet a wide range of availab…
Sharp Bounds for Continuous-Valued Treatment Effects with Unobserved Confounders
Jean-Baptiste Baitairian, Bernard Sebastien, Rana Jreich +2
In causal inference, treatment effects are typically estimated under the ignorability, or unconfoundedness, assumption, which is often unrealistic in observational data. By relaxin…
RNA Dynamics from Experimental and Computational Approaches
Giovanni Bussi, Massimiliano Bonomi, Paraskevi Gkeka +16
Ribonucleic acids (RNA) are unique in that they can store genetic information, replicate and perform catalysis. Importantly, RNA molecules are highly dynamic, and thus determining…