人工智能对女性心血管疾病护理的影响。

IF 3.1 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Jina Chung, Jenica Thangathurai, Sharon Andrade-Bucknor, Susmita Parashar, Karina Gonzalez Carta, Marc Epp, Carol Ma
{"title":"人工智能对女性心血管疾病护理的影响。","authors":"Jina Chung, Jenica Thangathurai, Sharon Andrade-Bucknor, Susmita Parashar, Karina Gonzalez Carta, Marc Epp, Carol Ma","doi":"10.1007/s11886-025-02250-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose of review: </strong>To review current artificial intelligence (AI) applications impacting cardiovascular disease care in women.</p><p><strong>Recent findings: </strong>Women differ from men in cardiovascular anatomy, physiology, presentation, and treatment response, yet face disparities due to underrepresentation in trials and referral bias. AI applications offer promising tools to close these gaps by enhancing screening, diagnosis, monitoring, and treatment. This review explores female representation, outcomes, and future directions in AI-driven advancements in coronary artery disease, heart failure with preserved ejection fraction, valvular heart disease, ischemic and nonischemic cardiomyopathies, including peripartum cardiovascular disease. AI holds the potential to transform cardiovascular disease care in women by leveraging multidimensional datasets for sex-specific screening, risk prediction, prognostic phenomapping and therapeutic decision support. Expanding female representation and integrating sex-specific factors in AI research are essential to minimize bias, ensure robust external validation and enable equitable, scalable implementation.</p>","PeriodicalId":10829,"journal":{"name":"Current Cardiology Reports","volume":"27 1","pages":"98"},"PeriodicalIF":3.1000,"publicationDate":"2025-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Impact of Artificial Intelligence on Women's Cardiovascular Disease Care.\",\"authors\":\"Jina Chung, Jenica Thangathurai, Sharon Andrade-Bucknor, Susmita Parashar, Karina Gonzalez Carta, Marc Epp, Carol Ma\",\"doi\":\"10.1007/s11886-025-02250-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose of review: </strong>To review current artificial intelligence (AI) applications impacting cardiovascular disease care in women.</p><p><strong>Recent findings: </strong>Women differ from men in cardiovascular anatomy, physiology, presentation, and treatment response, yet face disparities due to underrepresentation in trials and referral bias. AI applications offer promising tools to close these gaps by enhancing screening, diagnosis, monitoring, and treatment. This review explores female representation, outcomes, and future directions in AI-driven advancements in coronary artery disease, heart failure with preserved ejection fraction, valvular heart disease, ischemic and nonischemic cardiomyopathies, including peripartum cardiovascular disease. AI holds the potential to transform cardiovascular disease care in women by leveraging multidimensional datasets for sex-specific screening, risk prediction, prognostic phenomapping and therapeutic decision support. Expanding female representation and integrating sex-specific factors in AI research are essential to minimize bias, ensure robust external validation and enable equitable, scalable implementation.</p>\",\"PeriodicalId\":10829,\"journal\":{\"name\":\"Current Cardiology Reports\",\"volume\":\"27 1\",\"pages\":\"98\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current Cardiology Reports\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s11886-025-02250-7\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Cardiology Reports","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s11886-025-02250-7","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0

摘要

综述目的:综述当前人工智能(AI)应用对女性心血管疾病护理的影响。最近的研究发现:女性在心血管解剖、生理、表现和治疗反应方面与男性不同,但由于试验中代表性不足和转诊偏倚而面临差异。人工智能应用程序通过加强筛查、诊断、监测和治疗,为缩小这些差距提供了有前途的工具。这篇综述探讨了人工智能在冠状动脉疾病、保留射血分数的心力衰竭、瓣膜病、缺血性和非缺血性心肌病(包括围产期心血管疾病)中的女性代表性、结果和未来发展方向。通过利用多维数据集进行性别特异性筛查、风险预测、预后现象绘制和治疗决策支持,人工智能具有改变女性心血管疾病护理的潜力。在人工智能研究中扩大女性代表性和整合性别特定因素对于最大限度地减少偏见、确保强有力的外部验证和实现公平、可扩展的实施至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of Artificial Intelligence on Women's Cardiovascular Disease Care.

Purpose of review: To review current artificial intelligence (AI) applications impacting cardiovascular disease care in women.

Recent findings: Women differ from men in cardiovascular anatomy, physiology, presentation, and treatment response, yet face disparities due to underrepresentation in trials and referral bias. AI applications offer promising tools to close these gaps by enhancing screening, diagnosis, monitoring, and treatment. This review explores female representation, outcomes, and future directions in AI-driven advancements in coronary artery disease, heart failure with preserved ejection fraction, valvular heart disease, ischemic and nonischemic cardiomyopathies, including peripartum cardiovascular disease. AI holds the potential to transform cardiovascular disease care in women by leveraging multidimensional datasets for sex-specific screening, risk prediction, prognostic phenomapping and therapeutic decision support. Expanding female representation and integrating sex-specific factors in AI research are essential to minimize bias, ensure robust external validation and enable equitable, scalable implementation.

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
Current Cardiology Reports
Current Cardiology Reports CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
6.20
自引率
2.70%
发文量
209
期刊介绍: The aim of this journal is to provide timely perspectives from experts on current advances in cardiovascular medicine. We also seek to provide reviews that highlight the most important recently published papers selected from the wealth of available cardiovascular literature. We accomplish this aim by appointing key authorities in major subject areas across the discipline. Section editors select topics to be reviewed by leading experts who emphasize recent developments and highlight important papers published over the past year. An Editorial Board of internationally diverse members suggests topics of special interest to their country/region and ensures that topics are current and include emerging research. We also provide commentaries from well-known figures in the field.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信