SHAP dependence plots of the 12 most influential predictors of death or severe bronchopulmonary dysplasia.
journal contribution
posted on 2024-03-27, 17:38 authored by Kota Yoneda, Tomohisa Seki, Yoshimasa Kawazoe, Kazuhiko Ohe, Naoto TakahashiDerived from the SHAP values of the 20 imputed test sets.
(PDF)
History
Usage metrics
Categories
Keywords
using predictors withinpersistent pulmonary hypertensionnationwide japanese databasenationwide database studydischarge ,&# 8221bronchopulmonary dysplasia amongdischarge &# 8221immediate postnatal predictionlow apgar scoresbpd ,&# 8221828 &# 8211early postnatal predictionbpd &# 8221japan including gestational agedevelop predictive modelscommonly formed clusterspredict &# 8220887 &# 8211873 &# 8211based case clustering888 ), respectively828 ), 0&# 8220early predictiongestational ageformed clustersbased clusteringpredict bpd873 ),predicting bpdlow mortalityxlink ">temporal validitymortality basedmale sexfindings suggestextreme prematuritydriven approachclinical relevance291 infants
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC