Pierre-Antoine Gourraud

According to our database, Pierre-Antoine Gourraud authored at least 18 papers between 2006 and 2024.

Collaborative distances:

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

2024

Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study.

Adrien Bazoge, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud

CoRR, 2024

DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain.

Yanis Labrak, Adrien Bazoge, Oumaima El Khettari, Mickael Rouvier, Pacome Constant dit Beaufils, Natalia Grabar, Béatrice Daille, Solen Quiniou, Emmanuel Morin, Pierre-Antoine Gourraud, Richard Dufour

CoRR, 2024

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains.

Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour

CoRR, 2024

2023

Patient-centric synthetic data generation, no reason to risk re-identification in biomedical data analysis.

Morgan Guillaudeux, Olivia Rousseau, Julien Petot, Zineb Bennis, Charles-Axel Dein, Thomas Goronflot, Nicolas Vince, Sophie Limou, Matilde Karakachoff, Matthieu Wargny, Pierre-Antoine Gourraud

npj Digit. Medicine, 2023

DrBERT: Un modèle robuste pré-entraîné en français pour les domaines biomédical et clinique.

Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023, 2023

DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains.

Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Addressing the Challenges and Barriers to the Integration of Machine Learning into Clinical Practice: An Innovative Method to Hybrid Human-Machine Intelligence.

Chadia Ed-Driouch, Franck Mars, Pierre-Antoine Gourraud, Cédric Dumas

Sensors, 2022

L'intelligence hybride pour prédire l'évolution des maladies chroniques: Hybrid intelligence to predict chronic disease progression.

Chadia Ed-Driouch, Franck Mars, Pierre-Antoine Gourraud, Cédric Dumas

Proceedings of the IHM '22: Proceedings of the 33rd Conference on l'Interaction Humain-Machine: Adjunct, 2022

The Integration of Human Intelligence into Artificial Intelligence to Provide Medical Practice-Based Predictions.

Chadia Ed-Driouch, Pierre-Antoine Gourraud, Cédric Dumas, Franck Mars

Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain.

Yanis Labrak, Adrien Bazoge, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Emmanuel Morin, Mickael Rouvier

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

2021

Application of a novel Anonymization Method for Electrocardiogram data.

Zineb Bennis, Pierre-Antoine Gourraud

Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021

Secure Distribution of Factor Analysis of Mixed Data (FAMD) and Its Application to Personalized Medicine of Transplanted Patients.

Sirine Sayadi, Estelle Geffard, Mario Südholt, Nicolas Vince, Pierre-Antoine Gourraud

Proceedings of the Advanced Information Networking and Applications, 2021

2020

Easy-HLA: a validated web application suite to reveal the full details of HLA typing.

Estelle Geffard, Sophie Limou, Alexandre Walencik, Michelle Daya, Harold Watson, Dara Torgerson, Kathleen C. Barnes, Anne Cesbron Gautier, Pierre-Antoine Gourraud, Nicolas Vince

Bioinform., 2020

Distributed Contextualization of Biomedical Data: A Case Study in Precision Medicine.

Sirine Sayadi, Estelle Geffard, Mario Südholt, Nicolas Vince, Pierre-Antoine Gourraud

Proceedings of the 17th IEEE/ACS International Conference on Computer Systems and Applications, 2020

2018

Multiple hot-deck imputation for network inference from RNA sequencing data.

Alyssa Imbert, Armand Valsesia, Caroline Le Gall, Claudia Armenise, Gregory Lefebvre, Pierre-Antoine Gourraud, Nathalie Viguerie, Nathalie Villa-Vialaneix

Bioinform., 2018

SVM-Based Tool to Detect Patients with Multiple Sclerosis Using a Commercial EMG Sensor.

Konstantin Akhmadeev, Aya Houssein, Saïd Moussaoui, Einar A. Høgestøl, Ingerid Tutturen, Hanne F. Harbo, Steffan D. Bos-Haugen, Jennifer Graves, David-Axel Laplaud, Pierre-Antoine Gourraud

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

2016

High-Accuracy HLA Type Inference from Whole-Genome Sequencing Data Using Population Reference Graphs.

Alexander T. Dilthey, Pierre-Antoine Gourraud, Alexander J. Mentzer, Nezih Cereb, Zamin Iqbal, Gil McVean

PLoS Comput. Biol., 2016

2006

Extension and use of KMRCRelat algorithm for biological problems.

Nahla El Zant El Kadhi, Nabil El-Kadhi, Pierre-Antoine Gourraud

J. Comput. Methods Sci. Eng., 2006