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20222026
most citedCLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification

1 citations · 1 across the 4 of their papers we have counts for

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eess.IV2022

A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology

Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi +1

Pathologists diagnose and grade prostate cancer by examining tissue from needle biopsies on glass slides. The cancer's severity and risk of metastasis are determined by the Gleason…

cs.CV2022

Stain Based Contrastive Co-training for Histopathological Image Analysis

Bodong Zhang, Beatrice Knudsen, Deepika Sirohi +2

We propose a novel semi-supervised learning approach for classification of histopathology images. We employ strong supervision with patch-level annotations combined with a novel co…