Fibrosis severity scoring on Sirius red histology with multiple-instance deep learning

Non-alcoholic fatty liver disease (NAFLD) is now the leading cause of chronic liver disease, affecting approximately 30% of people worldwide. Histopathology reading of fibrosis patterns is crucial to diagnosing NAFLD. In particular, separating mild from severe stages corresponds to a critical transi...

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Bibliographic Details
Main Authors: Sneha N. Naik, Roberta Forlano, Pinelopi Manousou, Robert Goldin, Elsa D. Angelini
Format: Article
Language:English
Published: Cambridge University Press 2023-01-01
Series:Biological Imaging
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2633903X23000144/type/journal_article