Learning with less: A survey of deep learning in medical imaging under varying supervision levels
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The rapid evolution of deep learning has significantly advanced the field of medical image analysis. However, despite these achievements, further progress is hindered by the scarcity of large, well-annotated datasets. To overcome this limitation, recent years ... ...