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A review of risk concepts and models for predicting the risk of primary stroke

Predicting an individual's risk of primary stroke is an important tool that can help to lower the burden of stroke for both the individual and society. There are a number of risk models and risk scores in existence but no review or classification designed to help the reader better understand ho...

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Detalles Bibliográficos
Autores principales: Hunter, Elizabeth, Kelleher, John D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710382/
https://www.ncbi.nlm.nih.gov/pubmed/36465691
http://dx.doi.org/10.3389/fninf.2022.883762
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author Hunter, Elizabeth
Kelleher, John D.
author_facet Hunter, Elizabeth
Kelleher, John D.
author_sort Hunter, Elizabeth
collection PubMed
description Predicting an individual's risk of primary stroke is an important tool that can help to lower the burden of stroke for both the individual and society. There are a number of risk models and risk scores in existence but no review or classification designed to help the reader better understand how models differ and the reasoning behind these differences. In this paper we review the existing literature on primary stroke risk prediction models. From our literature review we identify key similarities and differences in the existing models. We find that models can differ in a number of ways, including the event type, the type of analysis, the model type and the time horizon. Based on these similarities and differences we have created a set of questions and a system to help answer those questions that modelers and readers alike can use to help classify and better understand the existing models as well as help to make necessary decisions when creating a new model.
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spelling pubmed-97103822022-12-01 A review of risk concepts and models for predicting the risk of primary stroke Hunter, Elizabeth Kelleher, John D. Front Neuroinform Neuroscience Predicting an individual's risk of primary stroke is an important tool that can help to lower the burden of stroke for both the individual and society. There are a number of risk models and risk scores in existence but no review or classification designed to help the reader better understand how models differ and the reasoning behind these differences. In this paper we review the existing literature on primary stroke risk prediction models. From our literature review we identify key similarities and differences in the existing models. We find that models can differ in a number of ways, including the event type, the type of analysis, the model type and the time horizon. Based on these similarities and differences we have created a set of questions and a system to help answer those questions that modelers and readers alike can use to help classify and better understand the existing models as well as help to make necessary decisions when creating a new model. Frontiers Media S.A. 2022-11-15 /pmc/articles/PMC9710382/ /pubmed/36465691 http://dx.doi.org/10.3389/fninf.2022.883762 Text en Copyright © 2022 Hunter and Kelleher. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Hunter, Elizabeth
Kelleher, John D.
A review of risk concepts and models for predicting the risk of primary stroke
title A review of risk concepts and models for predicting the risk of primary stroke
title_full A review of risk concepts and models for predicting the risk of primary stroke
title_fullStr A review of risk concepts and models for predicting the risk of primary stroke
title_full_unstemmed A review of risk concepts and models for predicting the risk of primary stroke
title_short A review of risk concepts and models for predicting the risk of primary stroke
title_sort review of risk concepts and models for predicting the risk of primary stroke
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710382/
https://www.ncbi.nlm.nih.gov/pubmed/36465691
http://dx.doi.org/10.3389/fninf.2022.883762
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