Mohamed Abdelhack

Computational Neuroscience Postdoctoral Fellow Whole Person and Population Modelling Lab.

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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.

news

Jul 16, 2024 Our paper Social vulnerability and surgery outcomes: a cross-sectional analysis was published at BMC Public Health.
Jul 12, 2024 My application for the Canadian Neuroanalytics Scholars Program was accepted for funding.
Jun 20, 2024 I gave a plenary talk at the University of Toronto Department of Psychiatry Research Day.
May 10, 2024 I was awarded the CAMH Discovery Fund for the year 2024.
May 02, 2024 I gave a talk at the Canadian Neuroscience Seminars – Post-doc series.
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selected publications

  1. Open Access
    Social Vulnerability and Surgery Outcomes: A Cross-sectional Analysis
    Mohamed Abdelhack, Sandhya Tripathi , Yixin Chen , and 2 more authors
    BMC Public Health, 2024
  2. Open Access
    Opposing brain signatures of sleep in task-based and resting-state conditions
    Mohamed Abdelhack, Peter Zhukovsky , Milos Milic , and 6 more authors
    Nature Communications, 2023
  3. Open Access
    A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues
    Mohamed Abdelhack, Jiaming Zhang , Sandhya Tripathi , and 5 more authors
    Transactions on Machine Learning Research, 2023