— 'A Two-stage Classification Framework for Epileptic Seizure Prediction using EEG Wavelet-based Features,' in Big Data in Psychiatry & Neurology, 2020.
— 'Optimizing Electrical Stimulation for Closed-loop Control of Neural Ensembles: A Review of Algorithms and Applications,' in Computational Models of Brain and Behavior, 2017.
— 'Graphical Models of Functional and Effective Neuronal Connectivity,' in Statistical Signal Processing for Neuroscience and Neurotechnology.
Research Experience
Professor, Department of Computer Science and Engineering, The American University in Cairo (AUC), since Fall 2022.
Affiliated with the Department of Computer and Systems Engineering, Faculty of Engineering, Ain Shams University, from June 2011 to present.
Faculty member at the Faculty of Media Engineering and Technology, German University in Cairo, from February 2019 to August 2022.
Principal investigator of multiple research projects on machine learning-based visual prosthetic systems and diagnosis of neurodegenerative diseases.
Led projects developing EEG-based BCI applications enabling disabled individuals to interact with computers using brain signals.