104 citations · 254 across the 13 of their papers we have counts for
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eess.IV2020
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation
Hasib Zunair, A. Ben Hamza
Motivated by the lack of publicly available datasets of chest radiographs of positive patients with Coronavirus disease 2019 (COVID-19), we build the first-of-its-kind open dataset…
eess.IV2020★ 5 cited
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction
Hasib Zunair, Aimon Rahman, Nabeel Mohammed +1
A common approach to medical image analysis on volumetric data uses deep 2D convolutional neural networks (CNNs). This is largely attributed to the challenges imposed by the nature…
eess.IV2020★ 104 cited
Melanoma Detection using Adversarial Training and Deep Transfer Learning
Hasib Zunair, A. Ben Hamza
Skin lesion datasets consist predominantly of normal samples with only a small percentage of abnormal ones, giving rise to the class imbalance problem. Also, skin lesion images are…