Computer-aided cholelithiasis diagnosis using explainable convolutional neural network

Computer-aided cholelithiasis diagnosis using explainable convolutional neural network

Abstract Accurate and precise identification of cholelithiasis is essential for saving the lives of millions of people worldwide. Although several computer-aided cholelithiasis diagnosis approaches have been introduced in the literature, their use is limited because Convolutional Neural Network (CNN...

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Bibliographic Details
Main Authors: Dheeraj Kumar, Mayuri A. Mehta, Ketan Kotecha, Ambarish Kulkarni
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Cholelithiasis prediction
Gallstone classification
Gallbladder disease diagnosis
Explainable AI
Explainable convolutional neural network
Visual explanation of CNN
Online Access:https://doi.org/10.1038/s41598-025-85798-2
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https://doi.org/10.1038/s41598-025-85798-2

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