Article

Phenotyping of <i>Klf14</i> mouse white adipose tissue enabled by whole slide segmentation with deep neural networks

2021-06-04

Abstract excerpt

White adipose tissue (WAT) plays a central role in metabolism, with multiple diseases and genetic mutations causing its remodeling. Quantitative analysis of white adipocyte size is of great interest to understand physiology and disease, but previous studies of H&E histology have been limited to a subsample of whole depot cross-sections. In this paper, we present the deep learning pipeline DeepCytometer, that can s...

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Literature Corpus work: 75df0c0c-c7e8-5590-9c24-d94e12ea243b
DOI: 10.1101/2021.06.03.444997

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