Sahar Allouch

The development of an automated machine learning pipeline for the detection of Alzheimer’s Disease

Nicholas Chedid, Judie Tabbal, Aya Kabbara et al. · Scientific Reports · 2022 · 38 citations · Full text

Computing, Computer Science, Neuroscience +17

Effect of channel density, inverse solutions and connectivity measures on EEG resting-state networks reconstruction: A simulation study

Sahar Allouch, Aya Kabbara, Joan Duprez et al. · NeuroImage · 2023 · 33 citations · Full text

Life Sciences, Neuroscience, Computational Neuroscience +16

Mean-Field Modeling of Brain-Scale Dynamics for the Evaluation of EEG Source-Space Networks

Sahar Allouch, Maxime Yochum, Aya Kabbara et al. · Brain Topography · 2021 · 20 citations

Life Sciences, Electrical Engineering, Neuroscience +16

Characterizing the heterogeneity of neurodegenerative diseases through EEG normative modeling

Judie Tabbal, Aida Ebadi, Ahmad Mheich et al. · npj Parkinson s Disease · 2025 · 10 citations · Full text

Life Sciences, Neurology, Neuroscience +17

Beyond homogeneity: charting the landscape of heterogeneity in neurodevelopmental and psychiatric electroencephalography

Aida Ebadi, Sahar Allouch, Ahmad Mheich et al. · Translational Psychiatry · 2025 · 10 citations · Full text

Life Sciences, Neuroscience, Psychiatry +17