Topic of interestđź”—
My current research activities focus on Artificial Intelligence in Healhcare contexts
- Machine Learning
- Natural Language Processing
- Health Information Systems
- eXplainable AI
My current research activities focus on Artificial Intelligence in Healhcare contexts
Émilien Jupin-Delevaux, Aissam Djahnine, François Talbot, Antoine Richard, Sylvain Gouttard, Adeline Mansuy, Philippe Douek, Salim Si-Mohamed, Loïc Boussel
Research in Diagnostic and Interventional Imaging, March 2023, doi: 10.1016/j.redii.2023.100027
{Rationale and objectives To develop a Natural Language Processing (NLP) method based on Bidirectional Encoder Representations from Transformers (BERT) adapted to French CT reports and to evaluate its performance to calculate the diagnostic yield of …
pdf urlAntoine Richard, Brice Mayag, François Talbot, Alexis Tsoukià s, Yves Meinard
EURO journal on decision processes, August 2020, doi: 10.1007/s40070-020-00116-7
Decision support consists in helping a decision-maker to improve his/her decisions. However, clients requesting decision support are often themselves experts and are often taken by third parties and/or the general public to be responsible for the dec…
pdf urlGaspard Berthelier, Antoine Richard, Antoine Boutet
BigData 2023, December 2023
With the rise of machine learning and data-driven models especially in the field of Natural Language Processing (NLP), a strong demand for sharing data between organisations has emerged. However datasets are usually composed of personal data and thus…
pdf urlAntoine Richard, François Talbot, David Gimbert
PFIA 2023, July 2023
Dans ce papier nous nous intéressons à la faisabilité de l'anonymisation de documents médicaux en texte libre et en français à l'aide du réseau de neurones CamemBERT. Nous avons entrainé ce modèle à détecter des éléments identifiants dans des textes …
pdf urlSalim Sadoune, Antoine Fraboulet, Antoine Richard, François Talbot, Loic Boussel, Hugues Berry
PFIA 2023, July 2023
Nous présentons une approche d'apprentissage supervisé basée sur un modèle de langage de type BERT pour la reconnaissance automatique et la détermination de la portée de négations dans des comptes rendus médicaux en français. Sur un corpus de comptes…
pdf urlAntoine Richard, Brice Mayag, François Talbot, Alexis Tsoukià s, Yves Meinard
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), pages 330-338, August 2021, doi: 10.1109/ICHI52183.2021.00057
In this paper, we present a virtual assistant developed in collaboration with the civil hospitals of Lyon ('Hospices Civils de Lyon' or HCL in french), a group of hospitals in the area of Lyon (France). This virtual assistant is dedicated to supporti…
pdf urlAntoine Richard, Brice Mayag, François Talbot, Alexis Tsoukià s, Yves Meinard
Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15--19, 2020, Proceedings, Part III, pages 99-113, June 2020, doi: 10.1007/978-3-030-50153-2\_8
In collaboration with the Civil Hospitals of Lyon, we aim to develop a 'transparent' classification system for medical purposes. To do so, we need clear definitions and operational criteria to determine what is a 'transparent' classification system i…
pdf urlAntoine Richard, Brice Mayag, Yves Meinard, François Talbot, Alexis Tsoukià s
PFIA 2018, July 2018
Physicians of the Hospitals of Lyon (HCL) use a Health Information System (HIS) during their medical consultations that gives them access to several functionalities. With the aim to develop Clinical Decision Support Systems (CDSSs) as new functionali…
pdf urlAntoine Richard
number 2021UPSLD031, April 2021
Conducted in partnership with the GIE Hopsis and the employees of the Hospitals of Lyon (HCL), this thesis proposes a reflection about the constraints and the challenges linked to the introduction of decision support systems in the workflow of physic…
pdfAntoine Richard
number 2021UPSLD031, April 2021
Réalisée en collaboration avec le GIE Hopsis et les employés des Hospices Civils de Lyon (HCL), cette thèse a pour objectif de proposer une réflexion sur les contraintes et les enjeux liés à l’introduction d’outils d’aide à la décision dans le proces…
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