CroCo, a two-branch method with bag-level and instance-level cross-consistency, improves whole slide image classification accuracy when only a small portion of slides are labeled.
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis
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Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision
CroCo, a two-branch method with bag-level and instance-level cross-consistency, improves whole slide image classification accuracy when only a small portion of slides are labeled.