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

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 image an...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Guleria, Shan, Shah, Tilak U., Pulido, J. Vincent, Fasullo, Matthew, Ehsan, Lubaina, Lippman, Robert, Sali, Rasoul, Mutha, Pritesh, Cheng, Lin, Brown, Donald E., Syed, Sana
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7930108/
https://ncbi.nlm.nih.gov/pubmed/33658592
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-84510-4
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