Ontology highlight
ABSTRACT:
SUBMITTER: Costa SD
PROVIDER: S-EPMC7004552 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Costa Silvana Daher SD de Andrade Luis Gustavo Modelli LGM Barroso Francisco Victor Carvalho FVC Oliveira Cláudia Maria Costa de CMC Daher Elizabeth De Francesco EF Fernandes Paula Frassinetti Castelo Branco Camurça PFCBC Esmeraldo Ronaldo de Matos RM Sandes-Freitas Tainá Veras de TV
PloS one 20200206 2
<h4>Background</h4>This study evaluated the risk factors for delayed graft function (DGF) in a country where its incidence is high, detailing donor maintenance-related (DMR) variables and using machine learning (ML) methods beyond the traditional regression-based models.<h4>Methods</h4>A total of 443 brain dead deceased donor kidney transplants (KT) from two Brazilian centers were retrospectively analyzed and the following DMR were evaluated using predictive modeling: arterial blood gas pH, seru ...[more]