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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...

Πλήρης περιγραφή

Αποθηκεύτηκε σε:
Λεπτομέρειες βιβλιογραφικής εγγραφής
Τόπος έκδοσης:Sci Rep
Κύριοι συγγραφείς: 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
Μορφή: Artigo
Γλώσσα:Inglês
Έκδοση: Nature Publishing Group UK 2021
Θέματα:
Διαθέσιμο Online: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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