Krembil Centre for Neuroinformatics
250 College St.
I am a computational neuroscientist interested in the interface between neuroscience, artificial intelligence, and psychiatry. I use machine learning to model cognitive processes especially visual inference and investigate how perturbations in these models can emulate psychiatric conditions. I utilize fMRI data as well as electronic medical records.
I am currently investigating neurological substrates of mental illnesses such as schizophrenia and bipolar disorder and how they can affect physical health. My other research interests span computational neuroscience, healthcare informatics, and deep learning.
Originally from Alexandria, Egypt, I left as an electrical engineer in 2012 and have been traversing through different countries in search for good science and good human beings. I did my graduate studies in OIST (MSc.) and Kyoto University (PhD under the supervision of Prof. Yuki Kamitani). Before moving into Canada, I completed a Postdoc in Washington University in St. Louis.
When I’m not sciencing, I am either reading, playing sports (currently interested in calisthenics and bouldering but these can change anytime), travelling (visas permitting), walking and listening to music, or searching for a new fun activity.
I also appreciate a good conversation about politics, human rights, history, philosophy, and geography. In a parallel universe (or alternate timeline), I’m a news reporter covering hot events live from the field. I’m a pan-Arab, pan-African, and pan-World (if that’s a thing). When it comes to food, I’m very politically incorrect and biased so ask me at your own risk.
|Dec 14, 2022||I attended the Montreal AI & Neuroscience Conference where I was invited to a panel discussion on the future of NeuroAI.|
|Nov 16, 2022||I am presenting virtually at the Society for Neuroscience 2022 annual meeting.|
|Nov 5, 2022||I gave a workshop on whole person modelling at the IBRO-ARC School on Impact of Lifestyle Modification on Neurodegenerative Disorders from Preventive and Therapeutic Perspectives.|
|Oct 31, 2022||My paper An in vivo assay to study locomotion in Caenorhabditis elegans was recently published in the Journal MethodsX.|
Open AccessSharpening of hierarchical visual feature representations of blurred imagesEneuro 2018