Temporal validation of 30-day mortality prediction models for transcatheter aortic valve implantation using statistical process control – An observational study in a national population

Background: Various mortality prediction models for Transcatheter Aortic Valve Implantation (TAVI) have been developed in the past years. The effect of time on the performance of such models, however, is unclear given the improvements in the procedure and changes in patient selection, potentially je...

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Bibliographic Details

Published in:	Heliyon
Main Authors:	Ricardo R. Lopes, Tsvetan T.R. Yordanov, Anita A.C.J. Ravelli, Saskia Houterman, Marije Vis, Bas A.J.M. de Mol, Henk Marquering, Ameen Abu-Hanna
Format:	Article
Language:	English
Published:	Elsevier 2023-06-01
Subjects:	Transcatheter aortic valve implantation Aortic stenosis Prediction models Machine learning Temporal validation Statistical process control
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405844023043475