Machine learning to assess coronary artery disease status- is it helpful?

被引：1
|
作者：
Batra, Puneet [1 ,2 ]
Khera, Amit, V [1 ,2 ,3 ,4 ]
机构：
[1] Broad Inst MIT & Harvard, Machine Learning Hlth Grp, Cambridge, MA 02139 USA
[2] Broad Inst MIT & Harvard, Cardiovasc Dis Initiat, Cambridge, MA 02139 USA
[3] Verve Therapeut, Boston, MA USA
[4] Brigham & Womens Hosp, Dept Med, Div Cardiol, Boston, MA USA
来源：
LANCET | 2023年 / 401卷 / 10372期
关键词：
RISK;
D O I：
10.1016/S0140-6736(22)02584-3
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页码：173 / 175
页数：3
相关论文
共 50 条
  • [1] Machine Learning Classifications of Coronary Artery Disease
    Nassif, Ali Bou
    Mahdi, Omar
    Nasir, Qassim
    Abu Talib, Manar
    Azzeh, Mohammad
    [J]. 2018 INTERNATIONAL JOINT SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND NATURAL LANGUAGE PROCESSING (ISAI-NLP 2018), 2018, : 63 - 68
  • [2] Machine learning in diagnosis of coronary artery disease
    Ling, Hao
    Guo, Zi-Yuan
    Tan, Lin-Lin
    Guan, Ren-Chu
    Chen, Jing-Bo
    Song, Chun-Li
    [J]. CHINESE MEDICAL JOURNAL, 2021, 134 (04) : 401 - 403
  • [3] Machine learning in diagnosis of coronary artery disease
    Ling Hao
    Guo Zi-Yuan
    Tan Lin-Lin
    Guan Ren-Chu
    Chen Jing-Bo
    Song Chun-Li
    [J]. 中华医学杂志(英文版), 2021, 134 (04) : 401 - 403
  • [4] Prediction of Coronary Artery Disease Using Machine Learning
    Chang, Chin-Chuan
    Chen, Chien-Hua
    Hsieh, Jer-Guang
    Jeng, Jyh-Horng
    [J]. Proceedings of the 2022 IEEE 4th Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability, ECBIOS 2022, 2022, : 225 - 227
  • [5] Machine Learning Predictive Models for Coronary Artery Disease
    Muhammad L.J.
    Al-Shourbaji I.
    Haruna A.A.
    Mohammed I.A.
    Ahmad A.
    Jibrin M.B.
    [J]. SN Computer Science, 2021, 2 (5)
  • [6] Polygenic risk scores outperform machine learning methods in predicting coronary artery disease status
    Gola, Damian
    Erdmann, Jeannette
    Mueller-Myhsok, Bertram
    Schunkert, Heribert
    Koenig, Inke R.
    [J]. GENETIC EPIDEMIOLOGY, 2020, 44 (02) : 125 - 138
  • [7] Coronary Artery Disease Detection by Machine Learning with Coronary Bifurcation Features
    Chen, Xueping
    Fu, Yi
    Lin, Jiangguo
    Ji, Yanru
    Fang, Ying
    Wu, Jianhua
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (21): : 1 - 18
  • [8] Experiments with machine learning in the prediction of coronary artery disease progression
    Ster, B
    Kukar, M
    Dobnikar, A
    Kranjec, I
    Kononenko, I
    [J]. INTELLIGENT DATA ANALYSIS IN MEDICINE AND PHARMACOLOGY, 1997, 414 : 167 - 185
  • [9] Detection of coronary artery disease using machine learning algorithms
    Vashistha, Kriti
    Bokhare, Anuja
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2023, 43 (02) : 83 - 91
  • [10] Personalized Treatment for Coronary Artery Disease: A Machine Learning Approach
    Bertsimas, Dimitris
    Orfanoudaki, Agni
    Weiner, Rory
    [J]. CIRCULATION, 2018, 138
12345