Local Explanation-Based Method for Healthcare Risk Stratification. - Jean-Baptiste Excoffier; Elodie Escriva; Julien Aligon; Matthieu Ortala (MIE, 2022)

Analysis of COVID-19 inpatients in France during first lockdown of 2020 using explainability methods. - Jean-Baptiste Excoffier; Noémie Salaün-Penquer; Matthieu Ortala; Mathilde Raphaël-Rousseau; Christos Chouaid; Camille Jung (Medical Biol. Eng. Comput., 2022)

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models. - Jean-Baptiste Excoffier; Tom Roehr; Alexei Figueroa; Jens-Michalis Papaioannou; Keno K. Bressem; Matthieu Ortala (CoRR, 2024)

LongHealth: A Question Answering Benchmark with Long Clinical Documents. - Lisa Adams; Felix Busch; Tianyu Han; Jean-Baptiste Excoffier; Matthieu Ortala; Alexander Löser; Hugo J. W. L. Aerts; Jakob Nikolas Kather; Daniel Truhn; Keno K. Bressem (J. Heal. Informatics Res., 2025)