A task-oriented review of medical-image SSL arguing that pretext tasks should be chosen to match downstream tasks and modalities, not used one-size-fits-all.
Improving cytoarchitec- tonic segmentation of human brain areas with self-supervised siamese networks
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Task-Aligned Self-Supervised Learning for Medical Image Analysis: A Task-Oriented Review with Practical Design Guidelines
A task-oriented review of medical-image SSL arguing that pretext tasks should be chosen to match downstream tasks and modalities, not used one-size-fits-all.