Multivariate time-series clustering of cardiopulmonary exercise test data for cardiovascular risk stratification

被引:0
|
作者
Ntalianis, E. [1 ]
Cauwenberghs, N. [1 ]
Claes, J. [2 ]
Sabovcik, F. [1 ]
Cornelissen, V [2 ]
Kuznetsova, T. [1 ]
机构
[1] Univ Leuven, Dept Cardiovasc Sci, Leuven, Belgium
[2] Univ Leuven, Dept Rehabil Sci, Leuven, Belgium
关键词
D O I
10.1093/eurheartj/ehae666.3451
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Improving cardiovascular risk stratification through multivariate time-series analysis of cardiopulmonary exercise test data
    Ntalianis, Evangelos
    Cauwenberghs, Nicholas
    Sabovcik, Frantisek
    Santana, Everton
    Haddad, Francois
    Claes, Jomme
    Michielsen, Matthijs
    Claessen, Guido
    Budts, Werner
    Goetschalckx, Kaatje
    Cornelissen, Veronique
    Kuznetsova, Tatiana
    ISCIENCE, 2024, 27 (09)
  • [2] Clustering of multivariate time-series data
    Singhal, A
    Seborg, DE
    PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 3931 - 3936
  • [3] Clustering multivariate time-series data
    Singhal, A
    Seborg, DE
    JOURNAL OF CHEMOMETRICS, 2005, 19 (08) : 427 - 438
  • [4] Clustering Individuals Based on Multivariate EMA Time-Series Data
    Ntekouli, Mandani
    Spanakis, Gerasimos
    Waldorp, Lourens
    Roefs, Anne
    QUANTITATIVE PSYCHOLOGY, 2023, 422 : 161 - 171
  • [5] A NONPARAMETRIC TEST FOR INDEPENDENCE OF A MULTIVARIATE TIME-SERIES
    BAEK, EG
    BROCK, WA
    STATISTICA SINICA, 1992, 2 (01) : 137 - 156
  • [6] CSMVC: A Multiview Method for Multivariate Time-Series Clustering
    He, Guoliang
    Wang, Han
    Liu, Shenxiang
    Zhang, Bo
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (12) : 13425 - 13437
  • [7] Unsupervised Time-Series Clustering of Left Atrial Strain for Cardiovascular Risk Assessment
    Ntalianis, Evangelos
    Sabovcik, Frantisck
    Cauwenberghs, Nicholas
    Kouznetsov, Dmitry
    Daels, Yne
    Claus, Piet
    Kuznetsova, Tatiana
    JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY, 2023, 36 (07) : 778 - 787
  • [8] Segmentation of biological multivariate time-series data
    Omranian, Nooshin
    Mueller-Roeber, Bernd
    Nikoloski, Zoran
    SCIENTIFIC REPORTS, 2015, 5
  • [9] Segmentation of biological multivariate time-series data
    Nooshin Omranian
    Bernd Mueller-Roeber
    Zoran Nikoloski
    Scientific Reports, 5
  • [10] Evaluating multivariate time-series clustering using simulated ecological momentary assessment data
    Ntekouli, Mandani
    Spanakis, Gerasimos
    Waldorp, Lourens
    Roefs, Anne
    MACHINE LEARNING WITH APPLICATIONS, 2023, 14