Explainable prediction of daily hospitalizations for cerebrovascular disease using stacked ensemble learning

Explainable prediction of daily hospitalizations for cerebrovascular disease using stacked ensemble learning

Abstract Background With the prevalence of cerebrovascular disease (CD) and the increasing strain on healthcare resources, forecasting the healthcare demands of cerebrovascular patients has significant implications for optimizing medical resources. Methods In this study, a stacking ensemble model co...

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Bibliographic Details
Main Authors: Xiaoya Lu, Hang Qiu
Format: Article
Language:English
Published: BMC 2023-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Stacking ensemble model
Environmental exposure
Hospital admissions
Cerebrovascular disease
SHAP value
Online Access:https://doi.org/10.1186/s12911-023-02159-7

Internet

https://doi.org/10.1186/s12911-023-02159-7

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