Article

DeepScope: Nonintrusive Whole Slide Saliency Annotation and Prediction from Pathologists at the Microscope

2016-12-29

Abstract excerpt

Modern digital pathology departments have grown to produce whole-slide image data at petabyte scale, an unprecedented treasure chest for medical machine learning tasks. Unfortunately, most digital slides are not annotated at the image level, hindering large-scale application of supervised learning. Manual labeling is prohibitive, requiring pathologists with decades of training and outstanding clinical service resp...

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Literature Corpus work: a63d4490-c6d6-5343-a39c-d57c159267ce
DOI: 10.1101/097246

Open publication

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