A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task. - Rémi Besson; Erwan Le Pennec; Stéphanie Allassonnière; Julien Stirnemann; Emmanuel Spaggiari; Antoine Neuraz (CoRR, 2018)

Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application. - Rémi Besson; Erwan Le Pennec; Emmanuel Spaggiari; Antoine Neuraz; Julien Stirnemann; Stéphanie Allassonnière (ICAART (2), 2020)

DeepCTG® 2.0: Development and validation of a deep learning model to detect neonatal acidemia from cardiotocography during labor. - Imane Ben M'Barek; Grégoire Jauvion; Jade Merrer; Martin Koskas; Olivier Sibony; Pierre-François Ceccaldi; Erwan Le Pennec; Julien Stirnemann (Comput. Biol. Medicine, 2025)