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08/10/2021
Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean
Deep learning models achieve strong performance for radiology image clas...
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08/12/2020
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations
While high-resolution pathology images lend themselves well to `data hun...
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06/04/2020
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments
Automated heart sounds classification is a much-required diagnostic tool...
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01/29/2019
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images
Convolutional neural networks (CNNs) have enabled significant performanc...
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12/19/2018