Artificial Intelligence: Practical Primer for Clinical Research in Cardiovascular Disease

被引：112
作者：
Kagiyama, Nobuyuki [1 ]
Shrestha, Sirish [1 ]
Farjo, Peter D. [1 ]
Sengupta, Partho P. [1 ]
机构：
[1] West Virginia Univ, Heart & Vasc Inst, 1 Med Ctr Dr, Morgantown, WV 26506 USA
来源：
JOURNAL OF THE AMERICAN HEART ASSOCIATION | 2019年 / 8卷 / 17期
关键词：
artificial intelligence; deep learning; machine learning; risk model; risk prediction; statistics; tele-medicine; MACHINE; PREDICTION; ALGORITHMS;
D O I：
10.1161/JAHA.119.012788
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页数：12
相关论文
共 40 条
[1]  
[Anonymous], ARXIV180602071
[2]   Artificial intelligence and medical imaging 2018: French Radiology Community white paper [J].
Beregi, Jean-Paul .
DIAGNOSTIC AND INTERVENTIONAL IMAGING, 2018, 99 (11) :727-742
[3]   Network Tomography for Understanding Phenotypic Presentations in Aortic Stenosis [J].
Casaclang-Verzosa, Grace ;
Shrestha, Sirish ;
Khalil, Muhammad Jahanzeb ;
Cho, Jung Sun ;
Tokodi, Marton ;
Balla, Sudarshan ;
Alkhouli, Mohamad ;
Badhwar, Vinay ;
Narula, Jagat ;
Miller, Jordan D. ;
Sengupta, Partho P. .
JACC-CARDIOVASCULAR IMAGING, 2019, 12 (02) :236-248
[4]  
Choi E., 2017, ML4H, V68, P286, DOI 10.48550/arXiv.1703.06490
[5]  
Clifford GD, 2016, COMPUT CARDIOL CONF, V43, P609
[6]  
Dastin J., 2018, ETHICS DATA ANALYTIC, DOI DOI 10.1017/CBO9781139025751
[7]   Machine learning algorithms estimating prognosis and guiding therapy in adult congenital heart disease: data from a single tertiary centre including 10019 patients [J].
Diller, Gerhard-Paul ;
Kempny, Aleksander ;
Babu-Narayan, Sonya V. ;
Henrichs, Marthe ;
Brida, Margarita ;
Uebing, Anselm ;
Lammers, Astrid E. ;
Baumgartner, Helmut ;
Li, Wei ;
Wort, Stephen J. ;
Dimopoulos, Konstantinos ;
Gatzoulis, Michael A. .
EUROPEAN HEART JOURNAL, 2019, 40 (13) :1069-1077
[8]   Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure Comparison of Machine Learning and Other Statistical Approaches [J].
Frizzell, Jarrod D. ;
Liang, Li ;
Schulte, Phillip J. ;
Yancy, Clyde W. ;
Heidenreich, Paul A. ;
Hernandez, Adrian F. ;
Bhatt, Deepak L. ;
Fonarow, Gregg C. ;
Laskey, Warren K. .
JAMA CARDIOLOGY, 2017, 2 (02) :204-209
[9]   Automation, machine learning, and artificial intelligence in echocardiography: A brave new world [J].
Gandhi, Sumeet ;
Mosleh, Wassim ;
Shen, Joshua ;
Chow, Chi-Ming .
ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES, 2018, 35 (09) :1402-1418
[10]   Beyond the hype: Big data concepts, methods, and analytics [J].
Gandomi, Amir ;
Haider, Murtaza .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2015, 35 (02) :137-144
1234