6 citations · 12 across the 4 of their papers we have counts for
4 papers
Deep Generative Models for Physiological Signals: A Systematic Literature Review
Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou +1
In this paper, we present a systematic literature review on deep generative models for physiological signals, particularly electrocardiogram (ECG), electroencephalogram (EEG), phot…
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar +1
Within cardiovascular disease detection using deep learning applied to ECG signals, the complexities of handling physiological signals have sparked growing interest in leveraging d…
Leveraging Statistical Shape Priors in GAN-based ECG Synthesis
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar +2
Electrocardiogram (ECG) data collection during emergency situations is challenging, making ECG data generation an efficient solution for dealing with highly imbalanced ECG training…
Context-aware adaptation for group communication support applications with dynamic architecture
Ismael Bouassida Rodriguez, Khalil DRIRA, Christophe Chassot +1
In this paper, we propose a refinement-based adaptation approach for the architecture of distributed group communication support applications. Unlike most of previous works, our ap…