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

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

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

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

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

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

Large-scale correlation network construction for unraveling the coordination of complex biological systems. - Martin Becker 003; Huda Nassar; Camilo Espinosa; Ina A. Stelzer; Dorien Feyaerts; Eloïse Berson; Neda Hajiakhoond Bidoki; Alan L. Chang; Geetha Saarunya; Anthony Culos; Davide De Francesco; Ramin Fallahzadeh; et al. (Nat. Comput. Sci., 2023)

Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity. - Neal G. Ravindra; Camilo Espinosa; Eloïse Berson; Thanaphong Phongpreecha; Peinan Zhao; Martin Becker 003; Alan L. Chang; Sayane Shome; Ivana Maric; Davide De Francesco; Samson Mataraso; Geetha Saarunya; et al. (npj Digit. Medicine, 2023)

Generating pregnant patient biological profiles by deconvoluting clinical records with electronic health record foundation models. - David Seong; Samson Mataraso; Camilo Espinosa; Eloïse Berson; S. Momsen Reincke; Lei Xue; Chloe Kashiwagi; Yeasul Kim; Chi-Hung Shu; Philip Chung 005; Marc Ghanem; Feng Xie 004; et al. (Briefings Bioinform., 2024)

Mitigation of outcome conflation in predicting patient outcomes using electronic health records. - S. Momsen Reincke; Camilo Espinosa; Philip Chung 005; Tomin James; Eloïse Berson; Nima Aghaeepour (J. Am. Medical Informatics Assoc., 2025)

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

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