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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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. |
format | Online Article Text |
id | pubmed-9710382 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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