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インサイト - Contrastive Learning in Medical Imaging
Counterfactual Contrastive Learning for Robust Representations in Medical Imaging
Utilizing counterfactual image generation improves robustness and performance in contrastive learning for medical imaging.
Dataset Reduction Improves Contrastive Pre-Training for CT Image Classification
Reducing redundancy in CT image datasets for contrastive pre-training significantly improves the performance of deep learning models on downstream classification tasks.
