Pierre-Antoine Gourraud

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 21

Top Topics

Language Understanding

Factor Analysis

Machine Learning

Top Venues

Publications

Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. CoRR (2024)
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
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. CoRR (2024)
Adrien Bazoge, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study. CoRR (2024)
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
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. LREC/COLING (2024)
Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. ACL (Findings) (2024)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. CoRR (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
DrBERT: Un modèle robuste pré-entraîné en français pour les domaines biomédical et clinique. CORIA-TALN (4) (2023)
Morgan Guillaudeux, Olivia Rousseau, Julien Petot, Zineb Bennis, Charles-Axel Dein, Thomas Goronflot, Nicolas Vince, Sophie Limou, Matilde Karakachoff, Matthieu Wargny, Pierre-Antoine Gourraud
Patient-centric synthetic data generation, no reason to risk re-identification in biomedical data analysis. npj Digit. Medicine 6 (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. CoRR (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. ACL (1) (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Emmanuel Morin, Mickael Rouvier
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. LOUHI@EMNLP (2022)
Chadia Ed-Driouch, Franck Mars, Pierre-Antoine Gourraud, Cédric Dumas
L'intelligence hybride pour prédire l'évolution des maladies chroniques: Hybrid intelligence to predict chronic disease progression. IHM (Adjunct) (2022)
Chadia Ed-Driouch, Franck Mars, Pierre-Antoine Gourraud, Cédric Dumas
Addressing the Challenges and Barriers to the Integration of Machine Learning into Clinical Practice: An Innovative Method to Hybrid Human-Machine Intelligence. Sensors 22 (21) (2022)
Chadia Ed-Driouch, Pierre-Antoine Gourraud, Cédric Dumas, Franck Mars
The Integration of Human Intelligence into Artificial Intelligence to Provide Medical Practice-Based Predictions. HHAI (2022)
Zineb Bennis, Pierre-Antoine Gourraud
Application of a novel Anonymization Method for Electrocardiogram data. ArabWIC (2021)
Sirine Sayadi, Estelle Geffard, Mario Südholt, Nicolas Vince, Pierre-Antoine Gourraud
Secure Distribution of Factor Analysis of Mixed Data (FAMD) and Its Application to Personalized Medicine of Transplanted Patients. AINA (1) (2021)
Sirine Sayadi, Estelle Geffard, Mario Südholt, Nicolas Vince, Pierre-Antoine Gourraud
Distributed Contextualization of Biomedical Data: A Case Study in Precision Medicine. AICCSA (2020)
Estelle Geffard, Sophie Limou, Alexandre Walencik, Michelle Daya, Harold Watson, Dara Torgerson, Kathleen C. Barnes, Anne Cesbron Gautier, Pierre-Antoine Gourraud, Nicolas Vince
Easy-HLA: a validated web application suite to reveal the full details of HLA typing. Bioinform. 36 (7) (2020)
Alyssa Imbert, Armand Valsesia, Caroline Le Gall, Claudia Armenise, Gregory Lefebvre, Pierre-Antoine Gourraud, Nathalie Viguerie, Nathalie Villa-Vialaneix
Multiple hot-deck imputation for network inference from RNA sequencing data. Bioinform. 34 (10) (2018)
Konstantin Akhmadeev, Aya Houssein, Saïd Moussaoui, Einar A. Hogestol, Ingerid Tutturen, Hanne F. Harbo, Steffan D. Bos-Haugen, Jennifer Graves, David-Axel Laplaud, Pierre-Antoine Gourraud
SVM-Based Tool to Detect Patients with Multiple Sclerosis Using a Commercial EMG Sensor. SAM (2018)
Alexander T. Dilthey, Pierre-Antoine Gourraud, Alexander J. Mentzer, Nezih Cereb, Zamin Iqbal, Gil McVean
High-Accuracy HLA Type Inference from Whole-Genome Sequencing Data Using Population Reference Graphs. PLoS Comput. Biol. 12 (10) (2016)
Nahla El Zant El Kadhi, Nabil El-Kadhi, Pierre-Antoine Gourraud
Extension and use of KMRCRelat algorithm for biological problems. J. Comput. Methods Sci. Eng. 6 (5-6) (2006)