Prospective assessment of pancreatic ductal adenocarcinoma diagnosis from endoscopic ultrasonography images with the assistance of deep learning.

Jionghui GuJinhua PanJiayu HuLulu DaiKe ZhangBaohua WangMengna HeQiyu ZhaoTian An Jiang

Published in: Cancer (2023)

A prospective test cohort validated that the DLR model based on EUS images effectively identified PDAC. With the assistance of this model, the gap between endosonographers at different levels of experience narrowed, and the accuracy of endosonographers expanded.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
optical coherence tomography
magnetic resonance imaging
ultrasound guided
machine learning
computed tomography
fine needle aspiration