Developing an Interpretable Machine Learning Model for Early Prediction of Cardiovascular Involvement in Systemic Lupus Erythematosus

Developing an Interpretable Machine Learning Model for Early Prediction of Cardiovascular Involvement in Systemic Lupus Erythematosus

Zixian Deng,1 Huadong Liu,1 Feng Chen,2 Qiyun Liu,1 Xiaoyu Wang,3 Caiping Wang,1 Chuangye Lyu,1 Jianghua Li,1 Tangzhiming Li1,4 1Department of Cardiology, Shenzhen People’s Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Ji...

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Bibliographic Details
Main Authors: Deng Z, Liu H, Chen F, Liu Q, Wang X, Wang C, Lyu C, Li J, Li T
Format: Article
Language:English
Published: Dove Medical Press 2025-07-01
Series:Journal of Inflammation Research
Subjects:
systemic lupus erythematosus
cardiovascular involvement
machine learning
prediction model
interpretability
Online Access:https://www.dovepress.com/developing-an-interpretable-machine-learning-model-for-early-predictio-peer-reviewed-fulltext-article-JIR
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