Detection of Gene-gene Interactions: Methodological Comparison on Real-World Data and Insights on Synergy between Methods. - Hugo Boisaubert; Christine Sinoquet (BIOINFORMATICS, 2019)

Machine Learning and Combinatorial Optimization to Detect Gene-gene Interactions in Genome-wide Real Data: Looking Through the Prism of Four Methods and Two Protocols. - Hugo Boisaubert; Christine Sinoquet (BIOSTEC (Selected Papers), 2019)

Simulation of the Evolution of a Virtual Patient's Physiological Status in the Operating Room: Application to Computer-assisted Anaesthesia Training. - Hugo Boisaubert; Lucas Vincent; Corinne Lejus-Bourdeau; Christine Sinoquet (HEALTHINF, 2022)

Simulating the Vital Signs of a Digital Patient Undergoing Surgery, for the Purpose of Training Anaesthetists. - Hugo Boisaubert; Lucas Vincent; Corinne Lejus-Bourdeau; Christine Sinoquet (BIOSTEC (Selected Papers), 2022)

Expertise versus Data: Comparison of Expertise Based Process Models to Process-Mining Models of Surgery Under General Anesthesia. - Hugo Boisaubert; Chloé Grivaud; Antoine Bouchet; Corinne Lejus-Bourdeau; Christine Sinoquet (BIOSTEC (2): HEALTHINF, 2025)

Two-in-One Models for Event Prediction and Time Series Forecasting. Comparison of Four Deep Learning Approaches to Simulate a Digital Patient Under Anesthesia. - Quentin Victor; Ianis Clavier; Hugo Boisaubert; Fabien Picarougne; Corinne Lejus-Bourdeau; Christine Sinoquet (IDA, 2025)