Deep learning systems detect dysplasia with human-like accuracy using histopathology and probe-based confocal laser endomicroscopy

Deep learning systems detect dysplasia with human-like accuracy using histopathology and probe-based confocal laser endomicroscopy

Abstract Probe-based confocal laser endomicroscopy (pCLE) allows for real-time diagnosis of dysplasia and cancer in Barrett’s esophagus (BE) but is limited by low sensitivity. Even the gold standard of histopathology is hindered by poor agreement between pathologists. We deployed deep-learning-based...

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Bibliographic Details
Main Authors: Shan Guleria, Tilak U. Shah, J. Vincent Pulido, Matthew Fasullo, Lubaina Ehsan, Robert Lippman, Rasoul Sali, Pritesh Mutha, Lin Cheng, Donald E. Brown, Sana Syed
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-84510-4

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