Deep learning quantification of percent steatosis in donor liver biopsy frozen sections

Deep learning quantification of percent steatosis in donor liver biopsy frozen sections

Background: Pathologist evaluation of donor liver biopsies provides information for accepting or discarding potential donor livers. Due to the urgent nature of the decision process, this is regularly performed using frozen sectioning at the time of biopsy. The percent steatosis in a donor liver biop...

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Bibliographic Details
Main Authors: Lulu Sun, Jon N. Marsh, Matthew K. Matlock, Ling Chen, Joseph P. Gaut, Elizabeth M. Brunt, S. Joshua Swamidass, Ta-Chiang Liu
Format: Article
Language:English
Published: Elsevier 2020-10-01
Series:EBioMedicine
Subjects:
Liver transplantation
Biopsy
Steatosis
Deep learning
Convolutional neural network
Image analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396420304059

Internet

http://www.sciencedirect.com/science/article/pii/S2352396420304059

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