Publications by authors named "Shereen Fouad"

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Explained Deep Learning Framework for COVID-19 Detection in Volumetric CT Images Aligned with the British Society of Thoracic Imaging Reporting Guidance: A Pilot Study.
Shereen Fouad, Muhammad Usman, Ra'eesa Kabir, Arvind Rajasekaran, John Morlese

J Imaging Inform Med· December 2025

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Evaluating Explainable Artificial Intelligence (XAI) techniques in chest radiology imaging through a human-centered Lens.
Izegbua E Ihongbe, Shereen Fouad, Taha F Mahmoud, Arvind Rajasekaran, Bahadar Bhatia

PLoS One· October 2024

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Human papilloma virus detection in oropharyngeal carcinomas with in situ hybridisation using hand crafted morphological features and deep central attention residual networks.
Shereen Fouad, Gabriel Landini, Max Robinson, Tzu-Hsi Song, Hisham Mehanna

Comput Med Imaging Graph· March 2021

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Unsupervised morphological segmentation of tissue compartments in histopathological images.
Shereen Fouad, David Randell, Antony Galton, Hisham Mehanna, Gabriel Landini

PLoS One· December 2017

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Antibacterial effect of gold nanoparticles against .
Marwah M Mohamed, Shereen A Fouad, Hisham A Elshoky, Gina M Mohammed, Taher A Salaheldin

Int J Vet Sci Med· June 2017

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Classifying Cognitive Profiles Using Machine Learning with Privileged Information in Mild Cognitive Impairment.
Hanin H Alahmadi, Yuan Shen, Shereen Fouad, Caroline Di B Luft, Peter Bentham

Front Comput Neurosci· November 2016

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Incorporating privileged information through metric learning.
Shereen Fouad, Peter Tino, Somak Raychaudhury, Petra Schneider

IEEE Trans Neural Netw Learn Syst· July 2013

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Adaptive metric learning vector quantization for ordinal classification.
Shereen Fouad, Peter Tino

Neural Comput· November 2012

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