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Artificial Intelligence in Precision Cardiovascular Medicine.

Abstract：

:Artificial intelligence (AI) is a field of computer science that aims to mimic human thought processes, learning capacity, and knowledge storage. AI techniques have been applied in cardiovascular medicine to explore novel genotypes and phenotypes in existing diseases, improve the quality of patient care, enable cost-effectiveness, and reduce readmission and mortality rates. Over the past decade, several machine-learning techniques have been used for cardiovascular disease diagnosis and prediction. Each problem requires some degree of understanding of the problem, in terms of cardiovascular medicine and statistics, to apply the optimal machine-learning algorithm. In the near future, AI will result in a paradigm shift toward precision cardiovascular medicine. The potential of AI in cardiovascular medicine is tremendous; however, ignorance of the challenges may overshadow its potential clinical impact. This paper gives a glimpse of AI's application in cardiovascular clinical care and discusses its potential role in facilitating precision cardiovascular medicine.

journal_name

J Am Coll Cardiol

journal_title

Journal of the American College of Cardiology

authors

Krittanawong C,Zhang H,Wang Z,Aydar M,Kitai T

doi

10.1016/j.jacc.2017.03.571

subject

Has Abstract

pub_date

2017-05-30 00:00:00

pages

2657-2664

issue

21

eissn

0735-1097

issn

1558-3597

pii

S0735-1097(17)36845-6

journal_volume

69

pub_type

杂志文章,评审

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