Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images
Author:
Affiliation:
1. Chandigarh College of Engineering and Technology, Punjab University,Chandigarh,India
2. Machine Learning Group, Luleå Tekniska Universitet,EISLAB,Luleå,Sweden
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10190990/10190992/10191796.pdf?arnumber=10191796
Reference37 articles.
1. A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
2. Longitudinal self-supervised learning
3. Convolutional neural networks based transfer learning for diabetic retinopathy fundus image classification
4. Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images
5. Developing intelligent medical image modality classification system using deep transfer learning and LDA;hassan;Sci Rep,2020
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1. Source-free active domain adaptation for diabetic retinopathy grading based on ultra-wide-field fundus images;Computers in Biology and Medicine;2024-05
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