This is a correction to: Rom Gutman, Doron Aronson, Oren Caspi, Uri Shalit, What drives performance in machine learning models for predicting heart failure outcome?, European Heart Journal - Digital Health, Volume 4, Issue 3, May 2023, Pages 175–187, https://doi.org/10.1093/ehjdh/ztac054
In the originally published version of this manuscript, the images of Figures 1, 2, 3, 4, and 5 were incorrect.
This has been corrected.