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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7930108/
https://www.ncbi.nlm.nih.gov/pubmed/33658592
http://dx.doi.org/10.1038/s41598-021-84510-4

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