Article

Automating Ground Truth Annotations For Gland Segmentation Through Immunohistochemistry

2023-03-03

Abstract excerpt

The microscopic evaluation of glands in the colon is of utmost importance in the diagnosis of inflammatory bowel disease(IBD) and cancer. When properly trained, deep learning pipelines can provide a systematic, reproducible, and quantitativeassessment ofdisease-related changes in glandular tissue architecture. The training and testing of deep learning modelsrequire large amounts of manual annotations, which are di...

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Literature Corpus work: 772f6798-95ed-5184-b007-7063686e560b
DOI: 10.21203/rs.3.rs-2600534/v1

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