人工智能在心血管医学中的应用:最新文献综述。

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Accounts of Chemical Research Pub Date : 2023-01-01 Epub Date: 2023-12-30 DOI:10.34172/jcvtr.2023.33031
Arian Zargarzadeh, Elnaz Javanshir, Alireza Ghaffari, Erfan Mosharkesh, Babak Anari
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引用次数: 0

摘要

心血管疾病(CVD)的筛查和早期检测对于控制病情发展和预防相关发病率至关重要。近年来,多项研究报告了人工智能(AI)技术的重要作用及其与各医疗领域的融合。人工智能应用能够处理医学领域产生的海量数据(病历、超声波检查、药物和实验结果),并识别出在大量医疗数据集中可能被遗忘的新细节。如今,人工智能算法正被用于改善一些心血管疾病的诊断,包括心力衰竭、心房颤动、肥厚型心肌病和肺动脉高压。本综述总结了一些人工智能概念、关键执行要求、障碍以及在心血管疾病方面的新应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence in cardiovascular medicine: An updated review of the literature.

Screening and early detection of cardiovascular disease (CVD) are crucial for managing progress and preventing related morbidity. In recent years, several studies have reported the important role of Artificial intelligence (AI) technology and its integration into various medical sectors. AI applications are able to deal with the massive amounts of data (medical records, ultrasounds, medications, and experimental results) generated in medicine and identify novel details that would otherwise be forgotten in the mass of healthcare data sets. Nowadays, AI algorithms are currently used to improve diagnosis of some CVDs including heart failure, atrial fibrillation, hypertrophic cardiomyopathy and pulmonary hypertension. This review summarized some AI concepts, critical execution requirements, obstacles, and new applications for CVDs.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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