Ensemble machine learning prediction and variable importance analysis of 5-year mortality after cardiac valve and CABG operations
Abstract Despite having a similar post-operative complication profile, cardiac valve operations are associated with a higher mortality rate compared to coronary artery bypass grafting (CABG) operations. For long-term mortality, few predictors are known. In this study, we applied an ensemble machine...
Guardado en:
Autores principales: | José Castela Forte, Hubert E. Mungroop, Fred de Geus, Maureen L. van der Grinten, Hjalmar R. Bouma, Ville Pettilä, Thomas W. L. Scheeren, Maarten W. N. Nijsten, Massimo A. Mariani, Iwan C. C. van der Horst, Robert H. Henning, Marco A. Wiering, Anne H. Epema |
---|---|
Formato: | article |
Lenguaje: | EN |
Publicado: |
Nature Portfolio
2021
|
Materias: | |
Acceso en línea: | https://doaj.org/article/9336156248a1408d8a4dc57b72808a9b |
Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
-
Identifying and characterizing high-risk clusters in a heterogeneous ICU population with deep embedded clustering
por: José Castela Forte, et al.
Publicado: (2021) -
Update: Gender differences in CABG outcomes-Have we bridged the gap?
por: Robina Matyal, et al.
Publicado: (2021) -
COMPARISON BETWEEN HEMODYNAMIC CHANGES OF ATRACURIUM AND CISATRACURIUM IN PATIENTS UNDERGOING CABG SURGERY
por: Muhammad Ali, et al.
Publicado: (2020) -
Evaluation of the Effect of Respiratory Relaxation on the Severity of Pain Resulting from the Removal of the Chest Tube After CABG
por: Mitra Ayyasi, et al.
Publicado: (2019) -
Stress Echocardiography Protocol for Deciding Type of Surgery in Ischemic Mitral Regurgitation: Predictors of Mitral Regurgitation Recurrence following CABG Alone
por: Radoslaw Piatkowski, et al.
Publicado: (2021)