USING UNSUPERVISED MACHINE LEARNING FOR ASSESSMENT OF LEFT VENTRICULAR DIASTOLIC FUNCTION AND RISK STRATIFICATION IN A LARGE POPULATION

被引：0
|
作者：
Chao, Chieh Ju [1 ]
Kato, Nahoko [1 ]
Lopez-Jimenez, Francisco [1 ]
Lin, Grace [1 ]
Kane, Garvan C. [1 ]
Pellikka, Patricia A. [1 ]
机构：
[1] Mayo Clin, Rochester, MN USA
来源：
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY | 2022年 / 79卷 / 09期
关键词：
D O I：
暂无
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页码：3481 / 3481
页数：1
相关论文
共 50 条
  • [1] Unsupervised Machine Learning for Assessment of Left Ventricular Diastolic Function and Risk Stratification
    Chao, Chieh-Ju
    Kato, Nahoko
    Scott, Christopher G.
    Lopez-Jimenez, Francisco
    Lin, Grace
    Kane, Garvan C.
    Pellikka, Patricia A.
    JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY, 2022, 35 (12) : 1214 - +
  • [2] Using Unsupervised Learning to Determine Risk Level for Left Ventricular Diastolic Dysfunction
    Ma, Kaidi
    Canepa, Marco
    Strait, James B.
    Shatkay, Hagit
    2014 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2014,
  • [3] Machine Learning Assessment of Left Ventricular Diastolic Function Based on Electrocardiographic Features
    Kagiyama, Nobuyuki
    Piccirilli, Marco
    Yanamala, Naveena
    Shrestha, Sirish
    Farjo, Peter D.
    Casaclang-Verzosa, Grace
    Tarhuni, Wadea M.
    Nezarat, Negin
    Budoff, Matthew J.
    Narula, Jagat
    Sengupta, Partho P.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2020, 76 (08) : 930 - 941
  • [4] A Novel Continuous Left Ventricular Diastolic Function Score Using Machine Learning
    Jiang, River
    Yeung, Darwin F.
    Behnami, Delaram
    Luong, Christina
    Tsang, Michael Y. C.
    Jue, John
    Gin, Ken
    Nair, Parvathy
    Abolmaesumi, Purang
    Tsang, Teresa S. M.
    JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY, 2022, 35 (12) : 1247 - 1255
  • [5] Determination of left ventricular diastolic dysfunction using machine learning methods
    Kuznetsova, N.
    Sagirova, Z. H.
    Dhif, I.
    Gognieva, D.
    Gogiberidze, N.
    Chomakhidze, P.
    Kopylov, P.
    EUROPEAN HEART JOURNAL, 2021, 42 : 3051 - 3051
  • [6] Clinical assessment of left ventricular diastolic function
    Gibson, DG
    Francis, DP
    HEART, 2003, 89 (02) : 231 - 238
  • [7] Echocardiographic assessment of left ventricular diastolic function
    Pirat, Bahar
    Zoghbi, William A.
    ANATOLIAN JOURNAL OF CARDIOLOGY, 2007, 7 (03): : 310 - 315
  • [8] Echocardiographic assessment of left ventricular diastolic function
    Nagueh, S. F.
    Advances in Heart Disease, 2006, : 157 - 160
  • [9] Left ventricular diastolic function assessment using the timing of mitral annular motion in healthy Singaporean population
    Huang, F.
    Zhang, R.
    Khin, L. W.
    Tan, R.
    Ding, Z.
    EUROPEAN HEART JOURNAL SUPPLEMENTS, 2010, 12 (0A) : S11 - S11
  • [10] Assessment of left ventricular diastolic function and recognition of diastolic heart failure
    Gaasch, William H.
    Little, William C.
    CIRCULATION, 2007, 116 (06) : 591 - 593
12345