publications

2023

  1. Abstract
    A Convolutional Neural Network Model classifies Beat-to-Beat Arterial Pressure Time-Series: Sex Stratification and Cardiovascular Risk Prediction
    Bakkar, Nour Mounira, Mostafa, Abdalrhman,  Abdelhack, Mohamed, and El-Yazbi, Ahmed F
    2023
  2. Preprint
    Sleep-insomnia superposition: opposing brain signatures of sleep in task-based and resting-state conditions
    Abdelhack, Mohamed, Zhukovsky, Peter, Milic, Milos, Harita, Shreyas, Griffiths, John D., Hill, Sean, and Felsky, Daniel
    BioRxiv 2023
  3. Abstract
    Shared Neural Representations Between Sleep and Depression and Their Effect on Visual Perception
    Abdelhack, Mohamed, Zhukovsky, Peter, Milic, Milos, Hill, Sean, and Felsky, Daniel
    Biological Psychiatry 2023
  4. Open Access
    A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues
    Abdelhack, Mohamed, Zhang, Jiaming, Tripathi, Sandhya, Fritz, Bradley, Felsky, Daniel, Avidan, Michael, Chen, Yixin, and King, Christopher
    Transactions on Machine Learning Research 2023

2022

  1. Sex-specific associations between lifetime diagnosis of bipolar disorder and cardiovascular disease: A cross-sectional analysis of 257,673 participants from the UK Biobank
    Ortiz, Abigail, Sanches, Marcos,  Abdelhack, Mohamed, Schwaiger, Tyler R., Wainberg, Michael, Tripathy, Shreejoy J., Felsky, Daniel, Mulsant, Benoit H., and Fiedorowicz, Jess G.
    Journal of Affective Disorders 2022
  2. Open Access
    An in vivo assay to study locomotion in Caenorhabditis elegans
    Abdelhack, Mohamed
    MethodsX 2022

2021

  1. Machine Learning‚ÄďBased Predictive Modeling of Anxiety and Depressive Symptoms During 8 Months of the COVID-19 Global Pandemic: Repeated Cross-sectional Survey Study
    Hueniken, Katrina, Somé, Nibene Habib,  Abdelhack, Mohamed, Taylor, Graham, Marshall, Tara Elton, Wickens, Christine M, Hamilton, Hayley A, Wells, Samantha, Felsky, Daniel, and others,
    JMIR mental health 2021

2020

  1. Update
    Update to ‚ÄėDeep-learning model for predicting 30-day postoperative mortality‚Äô(Br J Anaesth 2019; 123: 688‚Äď95)
    Fritz, Bradley A,  Abdelhack, Mohamed, King, Christopher R, Chen, Yixin, and Avidan, Michael S
    BJA: British Journal of Anaesthesia 2020
  2. Toolkit
    An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow
    Abdelhack, Mohamed
    arXiv preprint arXiv:2003.13502 2020

2019

  1. Preprint
    Conflicting Bottom-up and Top-down Signals during Misrecognition of Visual Objects
    Abdelhack, Mohamed, and Kamitani, Yukiyasu
    bioRxiv 2019

2018

  1. Open Access
    Sharpening of hierarchical visual feature representations of blurred images
    Abdelhack, Mohamed, and Kamitani, Yukiyasu
    Eneuro 2018
  2. Regional differences in Purkinje cell morphology in the cerebellar vermis of male mice
    Nedelescu, Hermina,  Abdelhack, Mohamed, and Pritchard, Arwel T
    Journal of neuroscience research 2018

2017

  1. Abstract
    Top-down neural processing that supplements missing image features revealed by brain decoding with deep neural network representation
    Abdelhack, Mohamed, and Kamitani, Yukiyasu
    Journal of Vision 2017

2013

  1. Open Access
    Comparative morphology of dendritic arbors in populations of Purkinje cells in mouse sulcus and apex
    Nedelescu, Hermina, and Abdelhack, Mohamed
    Neural Plasticity 2013