{"title":"用于地理空间解决心血管风险的新兴人工智能工具。","authors":"Zhuo Chen, Jean Eudes Dazard, Salil Deo, Sadeer Al-Kindi, Sanjay Rajagopalan","doi":"10.1038/s41569-025-01204-4","DOIUrl":null,"url":null,"abstract":"Artificial intelligence (AI) technologies are revolutionizing cardiovascular health by analysing environmental factors at an unprecedented scale. Geospatial AI integrates vast datasets — from satellite imagery down to street-level views — to identify complex risk patterns, which enables personalized predictions and guides precision interventions to mitigate the environmental burden of disease.","PeriodicalId":18976,"journal":{"name":"Nature Reviews Cardiology","volume":"22 10","pages":"697-699"},"PeriodicalIF":44.2000,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Emerging AI tools for geospatially resolved cardiovascular risk\",\"authors\":\"Zhuo Chen, Jean Eudes Dazard, Salil Deo, Sadeer Al-Kindi, Sanjay Rajagopalan\",\"doi\":\"10.1038/s41569-025-01204-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Artificial intelligence (AI) technologies are revolutionizing cardiovascular health by analysing environmental factors at an unprecedented scale. Geospatial AI integrates vast datasets — from satellite imagery down to street-level views — to identify complex risk patterns, which enables personalized predictions and guides precision interventions to mitigate the environmental burden of disease.\",\"PeriodicalId\":18976,\"journal\":{\"name\":\"Nature Reviews Cardiology\",\"volume\":\"22 10\",\"pages\":\"697-699\"},\"PeriodicalIF\":44.2000,\"publicationDate\":\"2025-08-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nature Reviews Cardiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.nature.com/articles/s41569-025-01204-4\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Reviews Cardiology","FirstCategoryId":"3","ListUrlMain":"https://www.nature.com/articles/s41569-025-01204-4","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
Emerging AI tools for geospatially resolved cardiovascular risk
Artificial intelligence (AI) technologies are revolutionizing cardiovascular health by analysing environmental factors at an unprecedented scale. Geospatial AI integrates vast datasets — from satellite imagery down to street-level views — to identify complex risk patterns, which enables personalized predictions and guides precision interventions to mitigate the environmental burden of disease.
期刊介绍:
Nature Reviews Cardiology aims to be the go-to source for reviews and commentaries in the scientific and clinical communities it serves. Focused on providing authoritative and accessible articles enriched with clear figures and tables, the journal strives to offer unparalleled service to authors, referees, and readers, maximizing the usefulness and impact of each publication. It covers a broad range of content types, including Research Highlights, Comments, News & Views, Reviews, Consensus Statements, and Perspectives, catering to practising cardiologists and cardiovascular research scientists. Authored by renowned clinicians, academics, and researchers, the content targets readers in the biological and medical sciences, ensuring accessibility across various disciplines. In-depth Reviews offer up-to-date information, while Consensus Statements provide evidence-based recommendations. Perspectives and News & Views present topical discussions and opinions, and the Research Highlights section filters primary research from cardiovascular and general medical journals. As part of the Nature Reviews portfolio, Nature Reviews Cardiology maintains high standards and a wide reach.