Real-Time Identification of Malignant Biliary Strictures on Cholangioscopy Images Using Explainable Convolutional Neural Networks With Heatmaps

Real-Time Identification of Malignant Biliary Strictures on Cholangioscopy Images Using Explainable Convolutional Neural Networks With Heatmaps

Determination of benign or malignant etiology of bile duct strictures is difficult. Currently, a digital single-operator cholangioscopy allows endoscopists to examine the bile duct with greater accuracy. Consequently, lesions in the bile duct can be detected directly with their own eyes. However, th...

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Bibliographic Details
Main Authors: Passakron Phuangthongkham, Phonthep Angsuwatcharakon, Santi Kulpatcharapong, Peerapon Vateekul, Rungsun Rerknimitr
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Deep learning
indeterminate biliary strictures
real-time image classification
explainable deep learning
Online Access:https://ieeexplore.ieee.org/document/10124736/

Internet

https://ieeexplore.ieee.org/document/10124736/

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