A Comparative Study of Additive Local Explanation Methods based on Feature Influences. - Emmanuel Doumard; Julien Aligon; Elodie Escriva; Jean-Baptiste Excoffier; Paul Monsarrat; Chantal Soulé-Dupuy (DOLAP, 2022)

Stratégies coalitionnelles pour une explication efficace des prédictions individuelles. - Elodie Escriva; Gabriel Ferrettini; Julien Aligon; Jean-Baptiste Excoffier; Chantal Soulé-Dupuy (EGC, 2022)

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

Coalitional Strategies for Efficient Individual Prediction Explanation. - Gabriel Ferrettini; Elodie Escriva; Julien Aligon; Jean-Baptiste Excoffier; Chantal Soulé-Dupuy (Inf. Syst. Frontiers, 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)

How to Make the Most of Local Explanations: Effective Clustering Based on Influences. - Elodie Escriva; Julien Aligon; Jean-Baptiste Excoffier; Paul Monsarrat; Chantal Soulé-Dupuy (ADBIS, 2023)

Data Exploration Based on Local Attribution Explanation: A Medical Use Case. - Elodie Escriva; Emmanuel Doumard; Jean-Baptiste Excoffier; Julien Aligon; Paul Monsarrat; Chantal Soulé-Dupuy (ADBIS (Short Papers), 2023)

A quantitative approach for the comparison of additive local explanation methods. - Emmanuel Doumard; Julien Aligon; Elodie Escriva; Jean-Baptiste Excoffier; Paul Monsarrat; Chantal Soulé-Dupuy (Inf. Syst., 2023)

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)

Effective data exploration through clustering of local attributive explanations. - Elodie Escriva; Tom Lefrere; Manon Martin; Julien Aligon; Alexandre Chanson; Jean-Baptiste Excoffier; Nicolas Labroche; Chantal Soulé-Dupuy; Paul Monsarrat (Inf. Syst., 2025)

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)