Improving cardiovascular risk stratification through multivariate time-series analysis of cardiopulmonary exercise test data

Improving cardiovascular risk stratification through multivariate time-series analysis of cardiopulmonary exercise test data

Summary: Nowadays cardiorespiratory fitness (CRF) is assessed using summary indexes of cardiopulmonary exercise tests (CPETs). Yet, raw time-series CPET recordings may hold additional information with clinical relevance. Therefore, we investigated whether analysis of raw CPET data using dynamic time...

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Bibliographic Details
Main Authors: Evangelos Ntalianis, Nicholas Cauwenberghs, František Sabovčik, Everton Santana, Francois Haddad, Jomme Claes, Matthijs Michielsen, Guido Claessen, Werner Budts, Kaatje Goetschalckx, Véronique Cornelissen, Tatiana Kuznetsova
Format: Article
Language:English
Published: Elsevier 2024-09-01
Series:iScience
Subjects:
Cardiovascular medicine
Kinesiology
Artificial intelligence
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004224020170

Internet

http://www.sciencedirect.com/science/article/pii/S2589004224020170

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