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

   HTML
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

   HTML
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

   HTML
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

   HTML Code

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

   Bib HTML

   @article{ORTIZ2022,
     title = {Sex-specific associations between lifetime diagnosis of bipolar disorder and cardiovascular disease: A cross-sectional analysis of 257,673 participants from the UK Biobank},
     bibtex_show = {true},
     journal = {Journal of Affective Disorders},
     year = {2022},
     issn = {0165-0327},
     html = {https://doi.org/10.1016/j.jad.2022.09.048},
     url = {https://www.sciencedirect.com/science/article/pii/S0165032722010539},
     author = {Ortiz, Abigail and Sanches, Marcos and Abdelhack, Mohamed and Schwaiger, Tyler R. and Wainberg, Michael and Tripathy, Shreejoy J. and Felsky, Daniel and Mulsant, Benoit H. and Fiedorowicz, Jess G.},
     keywords = {Mood disorders, Cardiovascular, Bipolar disorder, Morbidity, Sex, Coronary artery disease}
   }

2. Open Access

   An in vivo assay to study locomotion in Caenorhabditis elegans

   Abdelhack, Mohamed

   MethodsX 2022

   HTML

2021

1. Machine Learning–Based 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

   HTML

2020

1. Update

   Update to ‘Deep-learning model for predicting 30-day postoperative mortality’(Br J Anaesth 2019; 123: 688–95)

   Fritz, Bradley A,  Abdelhack, Mohamed, King, Christopher R, Chen, Yixin, and Avidan, Michael S

   BJA: British Journal of Anaesthesia 2020

   HTML
2. Toolkit

   An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow

   Abdelhack, Mohamed

   arXiv preprint arXiv:2003.13502 2020

   HTML Code

2019

1. Preprint

   Conflicting Bottom-up and Top-down Signals during Misrecognition of Visual Objects

   Abdelhack, Mohamed, and Kamitani, Yukiyasu

   bioRxiv 2019

   HTML

2018

1. Open Access

   Sharpening of hierarchical visual feature representations of blurred images

   Abdelhack, Mohamed, and Kamitani, Yukiyasu

   Eneuro 2018

   HTML Code
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

   HTML Code

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

   HTML

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

   Bib HTML Code

   @article{nedelescu2013comparative,
     abbr = {Open Access},
     title = {Comparative morphology of dendritic arbors in populations of Purkinje cells in mouse sulcus and apex},
     bibtex_show = {true},
     author = {Nedelescu, Hermina and Abdelhack, Mohamed},
     journal = {Neural Plasticity},
     volume = {2013},
     year = {2013},
     publisher = {Hindawi},
     html = {https://www.hindawi.com/journals/np/2013/948587/},
     code = {https://github.com/mabdelhack/MouseCerebellumSulGyr}
   }