An interpretable machine learning model for diabetic foot risk classification in patients with diabetes

Xiaohua Hu; Huijun Xi; Zibo Fan; Leixia Zhu; Jia Shi; Shuangshuang Qian; Jing Qiu; Yingzhi Li; Hong Ding

doi:10.1038/s41598-026-58612-w

An interpretable machine learning model for diabetic foot risk classification in patients with diabetes

X Xiaohua Hu (State Key Laboratory of Marine Environmental Science, Xiamen University) H Huijun Xi Z Zibo Fan L Leixia Zhu J Jia Shi (State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering & Institute of Artificial Intelligence & Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM)) S Shuangshuang Qian J Jing Qiu Y Yingzhi Li H Hong Ding (Tsung-Dao Lee Institute, School of Physics and Astronomy, and State Key Laboratory of Micro-nano Engineering Science, Shanghai Jiao Tong University, Shanghai, China.)

View Original

APA MLA Chicago BibTeX RIS

Article Details

Journal Scientific Reports

Volume / Issue Vol. 1, Issue 1

Published June 23, 2026

DOI 10.1038/s41598-026-58612-w

ISSN 2045-2322

Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (9)

X

Xiaohua Hu

State Key Laboratory of Marine Environmental Science, Xiamen University

H

Huijun Xi

Z

Zibo Fan

L

Leixia Zhu

J

Jia Shi

State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering & Institute of Artificial Intelligence & Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM)

S

Shuangshuang Qian

J

Jing Qiu

Y

Yingzhi Li

H

Hong Ding

Tsung-Dao Lee Institute, School of Physics and Astronomy, and State Key Laboratory of Micro-nano Engineering Science, Shanghai Jiao Tong University, Shanghai, China.

An interpretable machine learning model for diabetic foot risk classification in patients with diabetes

Article Details

Journal Info

Authors (9)

Related Articles from this Journal

AI models of unstable flow exhibit hallucination

The MCAA-YOLO + XPBI integrated model provides a hybrid intelligent measurement method for predicting the body weight of Hu sheep

Application of iron nano-biofertilizers as a sustainable approach to enhance growth and micronutrient uptake in soybean

Adolescents’ status-dependent public and private conformity to prosocial and antisocial decisions in a public goods game

An explainable hierarchical capsule network framework for supporting expert sensory evaluation of herbal medicines with natural language generation