Multi-channel ConvNet Approach to Predict the Risk of in-Hospital Mortality for ICU Patients. - Fabien Viton; Mahmoud Elbattah; Jean-Luc Guérin; Gilles Dequen (DeLTA, 2020)

Heatmaps for Visual Explainability of CNN-Based Predictions for Multivariate Time Series with Application to Healthcare. - Fabien Viton; Mahmoud Elbattah; Jean-Luc Guérin; Gilles Dequen (ICHI, 2020)

Proportional representation to increase data utility in k-anonymous tables. - Fabien Viton; Clémence Mauger; Gilles Dequen; Jean-Luc Guérin; Gaël Le Mahec (ISCC, 2021)