A Stacked Ensemble Multi‐Label Model for Predicting Co‐Occurring Microvascular and Macrovascular Complications in Type 2 Diabetes

ABSTRACT Background Type 2 diabetes mellitus (T2DM) leads to severe microvascular and macrovascular complications. Traditional single‐label prediction models fail to capture their co‐occurring nature. This study develops a stacked ensemble multi‐label framework that integrates established machine le...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Maryam Zamani, Maryam Farhadian, Nasrin Piran, Shiva Borzouei
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Wiley 2026-06-01
coleção:	Chronic Diseases and Translational Medicine
Assuntos:	ensemble machine learning macrovascular complications microvascular complications multi‐label classification SHAP stacked generalization
Acesso em linha:	https://doi.org/10.1002/cdt3.70042
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!