Artificial Intelligence for diagnosing neoplasia on digital cholangioscopy: development and multicentric validation of a convolutional neural network model.

Carlos Robles-MedrandaJorge Baquerizo-BurgosJuan Alcívar-VásquezMichel KahalehIsaac RaijmanRastislav KundaMiguel Puga-TejadaMaria Egas-IzquierdoMartha Arevalo-MoraJuan Carlos MendezAmy TybergAvik SarkarHaroon ShahidRaquel Del ValleJorge RodriguezRuxandra MerfeaJonathan Barreto-PerezGabriela Saldaña-PazmiñoDaniel Calle-LoffredoHaydee AlvaradoHannah Pitanga Lukashok

Published in: Endoscopy (2023)

The proposed CNN models distinguish neoplastic bile duct lesions with good accuracy and outperformed two nonexperts and one expert endoscopists.

Keyphrases

convolutional neural network
artificial intelligence
deep learning
big data
machine learning
high grade
clinical practice