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Updated: Jul 11, 2026

A Simplified Technique for Producing an Ischemic Wound Model
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一种基于特征可解释性的深度学习技术,用于糖尿病足的识别.

Pramod Singh Rathore1, Abhishek Kumar2, Amita Nandal3

  • 1Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India.

Scientific reports
|February 25, 2025
PubMed
概括

本研究介绍了DFU_XAI框架,使用人工智能准确检测糖尿病足 (DFU). 罗神经网络模型实现了高精度,为DFU管理提供了透明和高效的解决方案.

关键词:
在这里,我们可以看到AIAIAI.DL DL 是一个字.糖尿病足部 糖尿病足部热图 热图是一个热图.在 LIME 时代,

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Diabetic Foot Ulcer01:31

Diabetic Foot Ulcer

Definition A diabetic foot ulcer (DFU) is a chronic, non-healing wound that develops in individuals with diabetes. It typically occurs on pressure-bearing areas such as the heel, metatarsal heads, or hallux, and carries a high risk of infection and amputation.Pathophysiology • The development of DFUs can be explained by four interconnected mechanisms: neuropathy, ischemia, infection, and impaired wound healing. • Neuropathy is the most common factor. Sensory neuropathy reduces pain perception,...