Construction and validation of a readmission risk prediction model for elderly patients with coronary heart disease

TyG-BMI, RDW, and diabetes mellitus at the time of admission are the factors affecting readmission of elderly patients with coronary artery disease, and the model constructed based on the XGBoost algorithm for readmission risk prediction has good predictive efficacy, which can provide guidance for identifying high-risk patients and timely intervention strategies.

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Publication Details

Journal
Frontiers in Cardiovascular Medicine
Published
2024-12-18
DOI
https://doi.org/10.3389/fcvm.2024.1497916
Citations
3
Primary Topic
Heart Failure Treatment and Management
Type
article
Field-Weighted Citation Impact
1.21
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article

Construction and validation of a readmission risk prediction model for elderly patients with coronary heart disease

Rui Cao, Benlong Wang, Hanyu Luo, Jun Feng
3 citations
Frontiers in Cardiovascular Medicine
Heart Failure Treatment and Management
1.21
article

Construction and validation of a readmission risk prediction model for elderly patients with coronary heart disease

Rui Cao, Benlong Wang, Hanyu Luo, Jun Feng
article en
3 citations

Abstract

TyG-BMI, RDW, and diabetes mellitus at the time of admission are the factors affecting readmission of elderly patients with coronary artery disease, and the model constructed based on the XGBoost algorithm for readmission risk prediction has good predictive efficacy, which can provide guidance for identifying high-risk patients and timely intervention strategies.

Frontiers in Cardiovascular MedicineVol. 11
Anhui Medical University (CN), Lu'an First People's Hospital (CN)
Good health and well-being
Openalex Percentile: Top 17%
Heart Failure Treatment and Management
1.21
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