Search Results for author: Ian Painter

Found 1 papers, 0 papers with code

Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes

no code implementations16 Oct 2023 Tomas M. Bosschieter, Zifei Xu, Hui Lan, Benjamin J. Lengerich, Harsha Nori, Ian Painter, Vivienne Souter, Rich Caruana

The interpretability of the EBM models reveals surprising insights into the features contributing to risk (e. g. maternal height is the second most important feature for shoulder dystocia) and may have potential for clinical application in the prediction and prevention of serious complications in pregnancy.

Cannot find the paper you are looking for? You can Submit a new open access paper.