publications

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

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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

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2. Toolkit

   An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow

   Abdelhack, Mohamed

   arXiv preprint arXiv:2003.13502 2020

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2019

1. Preprint

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

   Abdelhack, Mohamed, and Kamitani, Yukiyasu

   bioRxiv 2019

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2018

1. Open Access

   Sharpening of hierarchical visual feature representations of blurred images

   Abdelhack, Mohamed, and Kamitani, Yukiyasu

   Eneuro 2018

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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

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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

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2016

1. Preprint

   Dopaminergic neurons modulate locomotion in Caenorhabditis elegans

   Abdelhack, Mohamed

   bioRxiv 2016

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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}
   }