Eloïse Berson

A machine learning approach to leveraging electronic health records for enhanced omics analysis

Samson Mataraso, Camilo Espinosa, David Seong et al. · Nature Machine Intelligence · 2025 · 35 citations · Full text

Data-driven longitudinal characterization of neonatal health and morbidity

Davide De Francesco, Jonathan D. Reiss, Jacquelyn Roger et al. · Science Translational Medicine · 2023 · 32 citations · Full text

Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity

Neal G. Ravindra, Camilo Espinosa, Eloïse Berson et al. · npj Digital Medicine · 2023 · 32 citations · Full text

Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low- and middle-income countries

Camilo Espinosa, Waqasuddin Khan, Rasheda Khanam et al. · Science Advances · 2023 · 28 citations · Full text

Large-scale correlation network construction for unraveling the coordination of complex biological systems

Martin Becker, Huda Nassar, Camilo Espinosa et al. · Nature Computational Science · 2023 · 26 citations · Full text