Publications by authors named "Mathieu Andreux"

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FedECA: federated external control arms for causal inference with time-to-event data in distributed settings.
Jean Ogier du Terrail, Quentin Klopfenstein, Honghao Li, Imke Mayer, Nicolas Loiseau, Mathieu Andreux

Nat Commun· August 2025

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PyDESeq2: a python package for bulk RNA-seq differential expression analysis.
Boris Muzellec, Maria Teleńczuk, Vincent Cabeli, Mathieu Andreux

Bioinformatics· September 2023

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Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer.
Jean Ogier du Terrail, Armand Leopold, Clément Joly, Constance Béguier, Mathieu Andreux

Nat Med· January 2023

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External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning.
Nicolas Loiseau, Paul Trichelair, Maxime He, Mathieu Andreux, Mikhail Zaslavskiy

BMC Med Res Methodol· December 2022

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