Mmsd: A Multi-modal Dataset for Real-time, Continuous Stress Detection from Physiological Signals. - Mouna Benchekroun; Dan Istrate; Vincent Zalc; Dominique Lenne (HEALTHINF, 2022)

A Multi-Modal Dataset (MMSD) for Acute Stress Bio-Markers. - Mouna Benchekroun; Dan Istrate; Vincent Zalc; Dominique Lenne (BIOSTEC (Selected Papers), 2022)

Comparison of Stress Detection through ECG and PPG signals using a Random Forest-based Algorithm. - Mouna Benchekroun; Baptiste Chevallier; Hamza Beaouiss; Dan Istrate; Vincent Zalc; Mohamad Khalil; Dominique Lenne (EMBC, 2022)

Stress Detection from Surface Electromyography using Convolutional Neural Networks. - Diego Robles; Mouna Benchekroun; Vincent Zalc; Dan Istrate; Carla Taramasco (EMBC, 2022)

Preprocessing Methods for Ambulatory HRV Analysis Based on HRV Distribution, Variability and Characteristics (DVC). - Mouna Benchekroun; Baptiste Chevallier; Dan Istrate; Vincent Zalc; Dominique Lenne (Sensors, 2022)

Cross Dataset Analysis for Generalizability of HRV-Based Stress Detection Models. - Mouna Benchekroun; Pedro Elkind Velmovitsky; Dan Istrate; Vincent Zalc; Plinio Pelegrini Morita; Dominique Lenne (Sensors, 2023)

HRV Based Stress Detection Using Convolutional Neural Networks (CNNs). - Salomé Quoy; Dan Istrate; Mouna Benchekroun; Vincent Zalc (CBMI, 2024)

Continuous stress detection from physiological signals. (Détection continue du stress à partir de signaux physiologiques). - Mouna Benchekroun (2024)