Exploring the Capabilities of a Lightweight CNN Model in Accurately Identifying Renal Abnormalities: Cysts, Stones, and Tumors, Using LIME and SHAP

Exploring the Capabilities of a Lightweight CNN Model in Accurately Identifying Renal Abnormalities: Cysts, Stones, and Tumors, Using LIME and SHAP

Kidney abnormality is one of the major concerns in modern society, and it affects millions of people around the world. To diagnose different abnormalities in human kidneys, a narrow-beam x-ray imaging procedure, computed tomography, is used, which creates cross-sectional slices of the kidneys. Sever...

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Bibliographic Details
Main Authors: Mohan Bhandari, Pratheepan Yogarajah, Muthu Subash Kavitha, Joan Condell
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
convolutional neural network
deep learning
kidney abnormalities
lightweight model
explainable artificial intelligence
Online Access:https://www.mdpi.com/2076-3417/13/5/3125

Internet

https://www.mdpi.com/2076-3417/13/5/3125

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