Marc Vincent

According to our database, Marc Vincent authored at least 12 papers between 2008 and 2024.

Collaborative distances:

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

2024

An Integrated Pipeline for Phenotypic Characterization, Clustering and Visualization of Patient Cohorts in a Rare Disease-Oriented Clinical Data Warehouse.

Xiaoyi Chen, Junyuan Wang, Carole Faviez, Xiaomeng Wang, Marc Vincent, Rosy Tsopra, Anita Burgun, Nicolas Garcelon

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ?

Nesrine Bannour, Judith Jeyafreeda Andrew, Marc Vincent

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Reinforcement Learning for Multi-Function Radar Resource Management. (Apprentissage par renforcement pour la gestion de ressources sur radar multi-fonctions).

Marc Vincent

PhD thesis, 2023

Improving Patient Similarity Using Different Modalities of Phenotypes Extracted from Clinical Narratives.

Xiaoyi Chen, Carole Faviez, Marc Vincent, Sophie Saunier, Nicolas Garcelon, Anita Burgun

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Multi-objective Reinforcement Learning in Factored MDPs with Graph Neural Networks.

Marc Vincent, Amal El Fallah Seghrouchni, Vincent Corruble, Narayan Bernardin, Rami Kassab, Frédéric Barbaresco

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Enriching UMLS-Based Phenotyping of Rare Diseases Using Deep-Learning: Evaluation on Jeune Syndrome.

Carole Faviez, Marc Vincent, Nicolas Garcelon, Caroline Michot, Geneviève Baujat, Valerie Cormier-Daire, Sophie Saunier, Xiaoyi Chen, Anita Burgun

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

2021

Identification of Similar Patients Through Medical Concept Embedding from Electronic Health Records: A Feasibility Study for Rare Disease Diagnosis.

Xiaoyi Chen, Carole Faviez, Marc Vincent, Nicolas Garcelon, Sophie Saunier, Anita Burgun

Proceedings of the Public Health and Informatics, 2021

Using Deep Learning to Improve Phenotyping from Clinical Reports.

Marc Vincent, Maxime Douillet, Ivan Lerner, Antoine Neuraz, Anita Burgun, Nicolas Garcelon

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2019

Phenotypic similarity for rare disease: Ciliopathy diagnoses and subtyping.

Xiaoyi Chen, Nicolas Garcelon, Antoine Neuraz, Katy Billot, Marc Lelarge, Thomas Bonald, Hugo Garcia, Yoann Martin, Vincent Benoit, Marc Vincent, Hassan Faour, Maxime Douillet, Stanislas Lyonnet, Sophie Saunier, Anita Burgun

J. Biomed. Informatics, 2019

2013

Building and exploiting a French corpus for sentiment analysis (Construction et exploitation d'un corpus français pour l'analyse de sentiment) [in French].

Marc Vincent, Grégoire Winterstein

Proceedings of the Traitement Automatique des Langues Naturelles, 2013

Argumentative Insights from an Opinion Classification Task on a French Corpus.

Marc Vincent, Grégoire Winterstein

Proceedings of the New Frontiers in Artificial Intelligence, 2013

2008

A simplified approach to disulfide connectivity prediction from protein sequences.

Marc Vincent, Andrea Passerini, Matthieu Labbé, Paolo Frasconi

BMC Bioinform., 2008