HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning

Joseph DiPalma, Lorenzo Torresani, Saeed Hassanpour

Deep learning has been effective for histology image analysis in digital pathology. However, many current deep learning approaches require large, strongly- or weakly-labeled images…