- Article
Using Machine Learning and Feature Importance to Identify Risk Factors for Mortality in Pediatric Heart Surgery
- Lorenz A. Kapsner,
- Manuel Feißt,
- Ariawan Purbojo,
- Hans-Ulrich Prokosch,
- Thomas Ganslandt,
- Sven Dittrich,
- Jonathan M. Mang and
- Wolfgang Wällisch
Background: The objective of this IRB-approved retrospective monocentric study was to identify risk factors for mortality after surgery for congenital heart defects (CHDs) in pediatric patients using machine learning (ML). CHD belongs to the most com...

