Jean-Baptiste Excoffier

According to our database, Jean-Baptiste Excoffier authored at least 10 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

CoRR, 2024

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

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., March, 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

Proceedings of the New Trends in Database and Information Systems, 2023

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

Proceedings of the Advances in Databases and Information Systems, 2023

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

Coalitional Strategies for Efficient Individual Prediction Explanation.

Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

Inf. Syst. Frontiers, 2022

Local Explanation-Based Method for Healthcare Risk Stratification.

Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Stratégies coalitionnelles pour une explication efficace des prédictions individuelles.

Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

Proceedings of the Extraction et Gestion des Connaissances, 2022

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

Proceedings of the 24th International Workshop on Design, 2022