Mouna Benchekroun

Cross Dataset Analysis for Generalizability of HRV-Based Stress Detection Models

Mouna Benchekroun, Pedro Elkind Velmovitsky, Dan Istrate et al. · Sensors · 2023 · 39 citations · Full text

Engineering, Machine Learning, Generalization Capabilities +17

Preprocessing Methods for Ambulatory HRV Analysis Based on HRV Distribution, Variability and Characteristics (DVC)

Mouna Benchekroun, Baptiste Chevallier, Dan Istrate et al. · Sensors · 2022 · 17 citations · Full text

Engineering, Healthy Subjects, Wearable Sensor +21

The Impact of Missing Data on Heart Rate Variability Features: A Comparative Study of Interpolation Methods for Ambulatory Health Monitoring

Mouna Benchekroun, Baptiste Chevallier, Vincent Zalc et al. · IRBM · 2023 · 15 citations · Full text

Electrophysiological Evaluation, Heart Failure, Engineering +12

Mmsd: A Multi-modal Dataset for Real-time, Continuous Stress Detection from Physiological Signals

Mouna Benchekroun, Dan Istrate, Vincent Zalc et al. · Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies · 2022 · 14 citations · Full text

Comparison of Stress Detection through ECG and PPG signals using a Random Forest-based Algorithm

Mouna Benchekroun, Baptiste Chevallier, Hamza Beaouiss et al. · 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2022 · 11 citations