Shereen Fouad

Incorporating Privileged Information Through Metric Learning

Shereen Fouad, Peter Tiňo, Somak Raychaudhury et al. · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 80 citations

Vector Quantization, Engineering, Machine Learning +18

Automatic thresholding from the gradients of region boundaries

Gabriel Landini, David Randell, Shereen Fouad et al. · Journal of Microscopy · 2016 · 61 citations · Full text

Unsupervised morphological segmentation of tissue compartments in histopathological images

Shereen Fouad, David Randell, Antony Galton et al. · PLoS ONE · 2017 · 35 citations · Full text

Engineering, Digital Pathology, Pathology +19

Evaluating Explainable Artificial Intelligence (XAI) techniques in chest radiology imaging through a human-centered Lens

Izegbua E. Ihongbe, Shereen Fouad, Taha F. Mahmoud et al. · PLoS ONE · 2024 · 28 citations · Full text

Adaptive Metric Learning Vector Quantization for Ordinal Classification

Shereen Fouad, Peter Tiňo · Neural Computation · 2012 · 21 citations

Engineering, Machine Learning, Metric Learning +18