Mitigation of outcome conflation in predicting patient outcomes using electronic health records. - Reincke, S. Momsen; Espinosa, Camilo; Chung, Philip; James, Tomin; Berson, Eloïse; Aghaeepour, Nima (J. Am. Medical Informatics Assoc., 2025)

A machine learning approach to leveraging electronic health records for enhanced omics analysis. - Mataraso, Samson; Espinosa, Camilo; Seong, David; Reincke, S. Momsen; Berson, Eloïse; Reiss, Jonathan D.; Kim, Yeasul; Ghanem, Marc; Shu, Chi-Hung; James, Tomin; Tan, Yuqi; Shome, Sayane; et al. (Nat. Mac. Intell., 2025)

Author Correction: A machine learning approach to leveraging electronic health records for enhanced omics analysis. - Mataraso, Samson; Espinosa, Camilo; Seong, David; Reincke, S. Momsen; Berson, Eloïse; Reiss, Jonathan D.; Kim, Yeasul; Ghanem, Marc; Shu, Chi-Hung; James, Tomin; Tan, Yuqi; Shome, Sayane; et al. (Nat. Mac. Intell., 2025)

Generating pregnant patient biological profiles by deconvoluting clinical records with electronic health record foundation models. - Seong, David; Mataraso, Samson; Espinosa, Camilo; Berson, Eloïse; Reincke, S. Momsen; Xue, Lei; Kashiwagi, Chloe; Kim, Yeasul; Shu, Chi-Hung; Chung, Philip; Ghanem, Marc; Xie, Feng; et al. (Briefings Bioinform., 2024)

Large-scale correlation network construction for unraveling the coordination of complex biological systems. - Becker, Martin; Nassar, Huda; Espinosa, Camilo; Stelzer, Ina A.; Feyaerts, Dorien; Berson, Eloïse; Bidoki, Neda Hajiakhoond; Chang, Alan L.; Saarunya, Geetha; Culos, Anthony; Francesco, Davide De; Fallahzadeh, Ramin; et al. (Nat. Comput. Sci., 2023)

Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity. - Ravindra, Neal G.; Espinosa, Camilo; Berson, Eloïse; Phongpreecha, Thanaphong; Zhao, Peinan; Becker, Martin; Chang, Alan L.; Shome, Sayane; Maric, Ivana; Francesco, Davide De; Mataraso, Samson; Saarunya, Geetha; et al. (npj Digit. Medicine, 2023)

Leveraging Neural Networks for 3D Facial Animation Editing. (L'Utilisation des Méthodes d'Apprentissage Profond au service de l'Édition d'Animation Faciale 3D). - Berson, Eloïse (2021)

Intuitive Facial Animation Editing Based On A Generative RNN Framework. - Berson, Eloïse; Soladié, Catherine; Stoiber, Nicolas (Comput. Graph. Forum, 2020)

Real-Time Cleaning and Refinement of Facial Animation Signals. - Berson, Eloïse; Soladié, Catherine; Stoiber, Nicolas (2020)

A Robust Interactive Facial Animation Editing System. - Berson, Eloïse; Soladié, Catherine; Barrielle, Vincent; Stoiber, Nicolas (CoRR, 2020)

Real-Time Cleaning and Refinement of Facial Animation Signals. - Berson, Eloïse; Soladié, Catherine; Stoiber, Nicolas (CoRR, 2020)

Intuitive Facial Animation Editing Based On A Generative RNN Framework. - Berson, Eloïse; Soladié, Catherine; Stoiber, Nicolas (CoRR, 2020)

Collecting, Analyzing and Predicting Socially-Driven Image Interestingness. - Berson, Eloïse; Duong, Ngoc Q. K.; Demarty, Claire-Hélène (2019)

A Robust Interactive Facial Animation Editing System. - Berson, Eloïse; Soladié, Catherine; Barrielle, Vincent; Stoiber, Nicolas (2019)

Multimodality and Deep Learning when Predicting Media Interestingness. - Berson, Eloïse; Demarty, Claire-Hélène; Duong, Ngoc Q. K. (2017)