摘要
人工智能属于计算机科学领域,在过去的几十年里,人工智能在医学领域展现了广泛的应用前景。但直到最近几年,随着计算机技术的进步,医生和计算机专家才真正开始发现其应用于临床的潜力,尤其是在先天性心脏病领域。当前,人工智能已成功应用于先天性心脏病的预测、智能诊断、医学图像分割和识别以及临床决策支持等领域。本文综述了人工智能在先天性心脏病学中的应用。
Artificial intelligence belongs to the field of computer science.In the past few decades,artificial intelligence has shown broad application prospects in the medical field.With the development of computer technology in recent years,doctors and computer scientists have just begun to discover its potential for clinical application,especially in the field of congenital heart disease.Artificial intelligence now has been successfully applied to the prediction,intelligent diagnosis,medical image segmentation and recognition,clinical decision support of congenital heart disease.This article reviews the application of artificial intelligence in congenital cardiology.
作者
谢稳
姚泽阳
邱海龙
徐小维
庄建
XIE Wen;YAO Zeyang;QIU Hailong;XU Xiaowei;ZHUANG Jian(Department of Cardiac Surgery,Guangdong Provincial People’s Hospital,South China University of Technology,Guangzhou,510100,P.R.China;Department of Cardiac Surgery,Guangdong Provincial Key Laboratory of South China Structural Heart Disease,Guangdong Provincial Cardiovascular Institute,Guangdong Provincial People’s Hospital,Guangdong Academy of Medical Sciences,Guangzhou,510100,P.R.China)
出处
《中国胸心血管外科临床杂志》
CAS
CSCD
2020年第3期343-353,共11页
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery
基金
国家重点研发计划(2018YFC1002600)
广东省科技计划项目(2017A070701013
2017B090904034
2017B030314109
2019B020230003)
广东省登峰计划项目(DFJH201802)
关键词
人工智能
先天性心脏病
机器学习
深度学习
神经网络
Artificial intelligence
congenital heart disease
machine learning
deep learning
neural network
