应用随机森林方法预测颈动脉狭窄患者支架植入术后 30 天的健康状况

medRxiv - Cardiovascular Medicine Pub Date : 2024-08-15 DOI:10.1101/2024.08.14.24312025

Omar Qureshi, Carlos Mena-Hurtado, Gaëlle Romain, Jacob Cleman, Santiago Callegari, Kim G. Smolderen

{"title":"应用随机森林方法预测颈动脉狭窄患者支架植入术后 30 天的健康状况","authors":"Omar Qureshi, Carlos Mena-Hurtado, Gaëlle Romain, Jacob Cleman, Santiago Callegari, Kim G. Smolderen","doi":"10.1101/2024.08.14.24312025","DOIUrl":null,"url":null,"abstract":"<strong>Background</strong> Approximately 20% of ischemic strokes in the U.S. result from carotid artery stenosis. Carotid artery stenting (CAS) can reduce stroke risk, but variability in post-stenting health outcomes and their predictors are poorly understood. We examined 30-day post-CAS health status and derived its most important clinical predictors.","PeriodicalId":501297,"journal":{"name":"medRxiv - Cardiovascular Medicine","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Applying a Random Forest Approach in Predicting Health Status in Patients with Carotid Artery Stenosis 30 Days Post-Stenting\",\"authors\":\"Omar Qureshi, Carlos Mena-Hurtado, Gaëlle Romain, Jacob Cleman, Santiago Callegari, Kim G. Smolderen\",\"doi\":\"10.1101/2024.08.14.24312025\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<strong>Background</strong> Approximately 20% of ischemic strokes in the U.S. result from carotid artery stenosis. Carotid artery stenting (CAS) can reduce stroke risk, but variability in post-stenting health outcomes and their predictors are poorly understood. We examined 30-day post-CAS health status and derived its most important clinical predictors.\",\"PeriodicalId\":501297,\"journal\":{\"name\":\"medRxiv - Cardiovascular Medicine\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv - Cardiovascular Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.08.14.24312025\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Cardiovascular Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.08.14.24312025","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

背景美国约有 20% 的缺血性中风是由颈动脉狭窄引起的。颈动脉支架置入术（CAS）可降低中风风险，但人们对支架置入术后健康状况的变化及其预测因素知之甚少。我们研究了 CAS 术后 30 天的健康状况，并得出了其最重要的临床预测因素。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Applying a Random Forest Approach in Predicting Health Status in Patients with Carotid Artery Stenosis 30 Days Post-Stenting

Background Approximately 20% of ischemic strokes in the U.S. result from carotid artery stenosis. Carotid artery stenting (CAS) can reduce stroke risk, but variability in post-stenting health outcomes and their predictors are poorly understood. We examined 30-day post-CAS health status and derived its most important clinical predictors.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

medRxiv - Cardiovascular Medicine

自引率

0.00%

发文量