Ensemble learning for the early prediction of neonatal jaundice with genetic features

Enhanced early prediction of clinically relevant neonatal hyperbilirubinemia with machine learning

(2019) Imant Daunhawer et al.   PEDIATRIC RESEARCH

An up-to-date comparison of state-of-the-art classification algorithms

(2017) Chongsheng Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discrimination and Calibration of Clinical Prediction Models

(2017) Ana Carolina Alba et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A calibration hierarchy for risk models was defined: from utopia to empirical data

(2016) Ben Van Calster et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The clinical syndrome of bilirubin-induced neurologic dysfunction

(2015) Vinod K. Bhutani et al.   Seminars in Fetal & Neonatal Medicine

Quantitative Trait Analysis of Polymorphisms in Two Bilirubin Metabolism Enzymes to Physiologic Bilirubin Levels in Chinese Newborns

(2014) Youyou Zhou et al.   JOURNAL OF PEDIATRICS

Early Readmission of Newborns in a Large Health Care System

(2013) P. C. Young et al.   PEDIATRICS

Applying data mining techniques to improve diagnosis in neonatal jaundice

(2012) Duarte Ferreira et al.   BMC Medical Informatics and Decision Making

Predischarge Screening for Severe Neonatal Hyperbilirubinemia Identifies Infants Who Need Phototherapy

(2012) Vinod K. Bhutani et al.   JOURNAL OF PEDIATRICS

Prolonged unconjugated hyperbilirubinaemia associated with the haem oxygenase-1 gene promoter polymorphism

(2010) OG Bozkaya et al.   ACTA PAEDIATRICA

Transcutaneous Bilirubin Nomogram for Prediction of Significant Neonatal Hyperbilirubinemia

(2009) A. Varvarigou et al.   PEDIATRICS

Common variants of four bilirubin metabolism genes and their association with serum bilirubin and coronary artery disease in Chinese Han population

(2009) Rong Lin et al.   Pharmacogenetics and Genomics

Exploring the genetic architecture of neonatal hyperbilirubinemia

(2009) Jon F. Watchko et al.   Seminars in Fetal & Neonatal Medicine