A feature explainability-based deep learning technique for diabetic foot ulcer identification

A feature explainability-based deep learning technique for diabetic foot ulcer identification

Abstract Diabetic foot ulcers (DFUs) are a common and serious complication of diabetes, presenting as open sores or wounds on the sole. They result from impaired blood circulation and neuropathy associated with diabetes, increasing the risk of severe infections and even amputations if untreated. Ear...

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Bibliographic Details
Main Authors: Pramod Singh Rathore, Abhishek Kumar, Amita Nandal, Arvind Dhaka, Arpit Kumar Sharma
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
LIME
Heat Map
AI
DL
Diabetic Foot Ulcer
Online Access:https://doi.org/10.1038/s41598-025-90780-z
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