Machine learning prediction of STEMI incidence with SHAP interpretation of environmental determinants

H Hongxin Xu H Hongzheng Guan Y Yingtao Zhang H Haiyu Zhang R Ruiyi Chen H Hongyan Zhao K Kai Du (State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering) M Minghui Li D Danyang Yu K Kai Dong S Sizheng Peng Y Yuhui Sun L Leilei Yin Y Yue Li T Tao Song (State Key Laboratory of Precision and Intelligent Chemistry, Hefei National Research Center for Physical Sciences at the Microscale, School of Chemistry and Materials Science)

Article Details

Volume / Issue Vol. 15, Issue 1
Published November 17, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (15)

H

Hongxin Xu

H

Hongzheng Guan

Y

Yingtao Zhang

H

Haiyu Zhang

R

Ruiyi Chen

H

Hongyan Zhao

K

Kai Du

State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering

M

Minghui Li

D

Danyang Yu

K

Kai Dong

S

Sizheng Peng

Y

Yuhui Sun

L

Leilei Yin

Y

Yue Li

T

Tao Song

State Key Laboratory of Precision and Intelligent Chemistry, Hefei National Research Center for Physical Sciences at the Microscale, School of Chemistry and Materials Science