An interpreting machine learning models to predict amputation risk in patients with diabetic foot ulcers: a multi-center study

BackgroundDiabetic foot ulcers (DFUs) constitute a significant complication among individuals with diabetes and serve as a primary cause of nontraumatic lower-extremity amputation (LEA) within this population. We aimed to develop machine learning (ML) models to predict the risk of LEA in DFU patient...

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Principais autores:	Haoran Tao, Lili You, Yuhan Huang, Yunxiang Chen, Li Yan, Dan Liu, Shan Xiao, Bichai Yuan, Meng Ren
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-03-01
coleção:	Frontiers in Endocrinology
Assuntos:	diabetic foot ulcer lower extremity amputation risk factor machine learning SHAP
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fendo.2025.1526098/full
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