Hugo Boisaubert

According to our database, Hugo Boisaubert authored at least 9 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Extending Temporal Case-Based Reasoning for Action-Conditioned Time Series Prediction from Mixed Asynchronous Data: Application to Data-Driven Medical Simulation.

Hugo Boisaubert, Lucas Vincent, Corinne Lejus-Bourdeau, Christine Sinoquet

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

BDLBS: An Expert-Rule-Based Generator for Synthetic Complex Longitudinal Health Data.

Hugo Boisaubert, Fatoumata Dama, Corinne Lejus-Bourdeau, Christine Sinoquet

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

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

Proceedings of the Advances in Intelligent Data Analysis XXIII, 2025

Investigating four deep learning approaches as candidates for unified models in time series forecasting and event prediction: application in anesthesia training.

Quentin Victor, Ianis Clavier, Hugo Boisaubert, Fabien Picarougne, Corinne Lejus-Bourdeau, Christine Sinoquet

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

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

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

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

Proceedings of the Biomedical Engineering Systems and Technologies, 2022

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

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

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

Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Detection of Gene-gene Interactions: Methodological Comparison on Real-World Data and Insights on Synergy between Methods.

Hugo Boisaubert, Christine Sinoquet

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019