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08/25/2023
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon
With the advent of digital scanners and deep learning, diagnostic operat...
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07/06/2023
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathology
Annotating medical imaging datasets is costly, so fine-tuning (or transf...
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05/09/2023
Unsupervised Domain Adaptation for Semantic Segmentation via Feature-space Density Matching
Semantic segmentation is a critical step in automated image interpretati...
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09/27/2022
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology
Pathologists diagnose and grade prostate cancer by examining tissue from...
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06/24/2022
Stain based contrastive co-training for histopathological image analysis
We propose a novel semi-supervised learning approach for classification ...
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02/17/2022
Visual attention analysis of pathologists examining whole slide images of Prostate cancer
We study the attention of pathologists as they examine whole-slide image...
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02/01/2011