Using machine learning analysis to describe patterns in tissue Doppler and speckle tracking echocardiography in patients with transposition of the great arteries after arterial switch operation
Assessment of ventricular performance with TDI and STE 10 years after ASO showed that TGA patients have decreased biventricular systolic and diastolic function, especially at the septal regions. Novel analytical methods such as unsupervised clustering may help identify new clinical phenotypes from multiple variables and may contribute to improved risk stratification.
Authors
- Mark G. Hazekamp (ORCID: https://orcid.org/0000-0002-3150-5007)
- Arend D.J. ten Harkel (ORCID: https://orcid.org/0000-0003-3016-1086)
- Roel L.F. van der Palen (ORCID: https://orcid.org/0000-0003-3640-603X)
- Covadonga Terol Espinosa de Los Monteros
- Nico A. Blom (ORCID: https://orcid.org/0000-0002-4823-6974)
- Jef Van den Eynde (ORCID: https://orcid.org/0000-0002-5606-376X)
- Lukas Rammeloo (ORCID: https://orcid.org/0000-0001-7529-4195)
- Irene M. Kuipers (ORCID: https://orcid.org/0000-0002-8960-0859)
Institutions
- Leiden University Medical Center (NL)
- Amsterdam University Medical Centers (NL)
- University of Amsterdam (NL)
- KU Leuven (BE)
Publication Details
- Journal
- International Journal of Cardiology Congenital Heart Disease
- Published
- 2024-12-20
- DOI
- https://doi.org/10.1016/j.ijcchd.2024.100560
- Citations
- 1
- Primary Topic
- Cardiac Valve Diseases and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.40