Search Results - "Chaudhury, Sreejit"
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Exploring Self-Supervised Representation Learning for Low-Resource Medical Image Analysis
Published in 2023 IEEE International Conference on Image Processing (ICIP) (08-10-2023)“…The success of self-supervised learning (SSL) has mostly been attributed to the availability of unlabeled yet large-scale datasets. However, in a specialized…”
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Conference Proceeding -
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An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
Published 09-03-2023“…Privacy and annotation bottlenecks are two major issues that profoundly affect the practicality of machine learning-based medical image analysis. Although…”
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Journal Article -
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Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis
Published 03-03-2023“…The success of self-supervised learning (SSL) has mostly been attributed to the availability of unlabeled yet large-scale datasets. However, in a specialized…”
Get full text
Journal Article