Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset. - Matthieu Oliver; Jérôme Allyn; Rémi Carencotte; Nicolas Allou; Cyril Ferdynus (J. Biomed. Informatics, 2023)

A transformer model for cause-specific hazard prediction. - Matthieu Oliver; Nicolas Allou; Marjolaine Devineau; Jérôme Allyn; Cyril Ferdynus (BMC Bioinform., 2024)

Exploring Clinical Practices of Critical Alarm Settings in Intensive Care Units: A Retrospective Study of 60,000 Patient Stays from the MIMIC-IV Database. - Rémi Carencotte; Matthieu Oliver; Nicolas Allou; Cyril Ferdynus; Jérôme Allyn (J. Medical Syst., 2024)