SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
Author:
Affiliation:
1. PathAI Inc,Boston,USA
2. University of Massachusetts,Amherst,USA
3. PathAI Inc
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10483279/10483282/10483756.pdf?arnumber=10483756
Reference34 articles.
1. A Machine Learning Approach to Liver Histological Evaluation Predicts Clinically Significant Portal Hypertension in NASH Cirrhosis
2. Artificial intelligence assistance significantly improves Gleason grading of prostate biopsies by pathologists
3. Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
4. Learning imbalanced datasets with label-distribution-aware margin loss;Cao;Advances in Neural Information Processing Systems,2019
5. Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
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