Machine learning-based prognostication of mortality in stroke patients

Machine learning-based prognostication of mortality in stroke patients

Objectives: Predicting stroke mortality is crucial for personalized care. This study aims to design and evaluate a machine learning model to predict one-year mortality after a stroke. Materials and methods: Data from the National Multiethnic Stroke Registry was utilized. Eight machine learning (ML)...

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Bibliographic Details
Main Authors: Ahmad A. Abujaber, Ibrahem Albalkhi, Yahia Imam, Abdulqadir Nashwan, Naveed Akhtar, Ibraheem M. Alkhawaldeh
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Heliyon
Subjects:
Stroke
Prognosis
Mortality
Ischemic stroke
Hemorrhagic stroke
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024049004

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http://www.sciencedirect.com/science/article/pii/S2405844024049004

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