Enhanced survival prediction using explainable artificial intelligence in heart transplantation

Abstract The most limiting factor in heart transplantation is the lack of donor organs. With enhanced prediction of outcome, it may be possible to increase the life-years from the organs that become available. Applications of machine learning to tabular data, typical of clinical decision support, po...

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Bibliographic Details
Main Authors: Paulo J. G. Lisboa, Manoj Jayabalan, Sandra Ortega-Martorell, Ivan Olier, Dennis Medved, Johan Nilsson
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-23817-2