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- Title
SHAP Model Explainability in ECMO – PAL mortality prediction: A Critical Analysis. Author's reply.
- Authors
Stephens, Andrew F.; Šeman, Michael; Hodgson, Carol L.; Gregory, Shaun D.
- Abstract
This document is a reply to a comment on a research article titled "SHAP Model Explainability in ECMO – PAL mortality prediction: A Critical Analysis." The authors thank the commenters for their input and acknowledge that the figure presented in their original paper may be complex. The commenters correctly interpret the figure, pointing out that positive values on the x-axis contribute to survival, while negative values contribute to mortality. The authors have adjusted the figure and caption to improve interpretation. The research was funded by the National Health and Medical Research Council, and the data is available upon request. The authors declare no conflicts of interest.
- Subjects
MEDICAL Research Council (Great Britain); CRITICAL analysis; MORTALITY; CONFLICT of interests; FORECASTING; MEDICAL research
- Publication
Intensive Care Medicine, 2023, Vol 49, Issue 12, p1560
- ISSN
0342-4642
- Publication type
Article
- DOI
10.1007/s00134-023-07237-y