Forecasting the Emergency Department Patients Flow. - Mohamed Afilal; Farouk Yalaoui; Frédéric Dugardin; Lionel Amodeo; David Laplanche; Philippe Blua (J. Medical Syst., 2016)

An Efficient Simulation-Based Optimization Approach for Improving Emergency Department Performance. - Ibtissem Chouba; Farouk Yalaoui; Lionel Amodeo; Taha Arbaoui; Philippe Blua; David Laplanche; Stéphane Sanchez (MedInfo, 2019)

A Mixed Integer Linear Program For Human And Material Resources Optimization In Emergency Department. - Ibtissem Chouba; Lionel Amodeo; Farouk Yalaoui; Taha Arbaoui; David Laplanche (CoRR, 2020)

Simulating Emergency Departments Using Generalized Petri Nets. - Ibtissem Chouba; Lionel Amodeo; Farouk Yalaoui; Taha Arbaoui; David Laplanche (ACIIDS, 2021)

The prediction of hospital length of stay using unstructured data. - Jan Chrusciel; François Girardon; Lucien Roquette; David Laplanche; Antoine Duclos; Stéphane Sanchez (BMC Medical Informatics Decis. Mak., 2021)

Detection of Heart Failure Using a Convolutional Neural Network via ECG Signals. - Jad Botros; Farah Mourad-Chehade; David Laplanche (CISP-BMEI, 2022)

Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine Learning. - Adrien Wartelle; Farah Mourad-Chehade; Farouk Yalaoui; David Laplanche; Stéphane Sanchez (MIE, 2022)

CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals. - Jad Botros; Farah Mourad-Chehade; David Laplanche (Sensors, 2022)

An Explainable Multimodal Data Fusion Approach for Heart Failure Detection. - Jad Botros; Farah Mourad-Chehade; David Laplanche (MeMeA, 2024)

Changing the perspective of system crowding evaluation using a new congestion measure: application to the Emergency Department. - Adrien Wartelle; Farah Mourad-Chehade; Farouk Yalaoui; David Laplanche; Stéphane Sanchez (Oper. Res., 2024)

Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost. - Jad Botros; Farah Mourad-Chehade; David Laplanche (Biomed. Signal Process. Control., 2025)