Enhanced early prediction of clinically relevant neonatal hyperbilirubinemia with machine learning.

Daunhawer, Imant; Kasser, Severin; Koch, Gilbert; Sieber, Lea; Cakal, Hatice; Tütsch, Janina; Pfister, Marc; Wellmann, Sven; Vogt, Julia E

Daunhawer, Imant; Kasser, Severin; Koch, Gilbert; Sieber, Lea; Cakal, Hatice; Tütsch, Janina; Pfister, Marc; Wellmann, Sven; Vogt, Julia E.

Afiliação

Daunhawer I; Adaptive Systems and Medical Data Science, Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland.
Kasser S; Division of Neonatology, University of Basel Children's Hospital (UKBB), Basel, Switzerland.
Koch G; Division of Paediatric Pharmacology and Pharmacometrics, University of Basel Children's Hospital (UKBB), Basel, Switzerland.
Sieber L; Division of Neonatology, University of Basel Children's Hospital (UKBB), Basel, Switzerland.
Cakal H; Division of Neonatology, University of Basel Children's Hospital (UKBB), Basel, Switzerland.
Tütsch J; Division of Neonatology, University of Basel Children's Hospital (UKBB), Basel, Switzerland.
Pfister M; Division of Paediatric Pharmacology and Pharmacometrics, University of Basel Children's Hospital (UKBB), Basel, Switzerland.
Wellmann S; Division of Neonatology, University of Basel Children's Hospital (UKBB), Basel, Switzerland. sven.wellmann@ukbb.ch.
Vogt JE; Division of Neonatology, University Children's Hospital Regensburg (KUNO), University of Regensburg, Regensburg, Germany. sven.wellmann@ukbb.ch.

Pediatr Res ; 86(1): 122-127, 2019 07.

Article em En | MEDLINE | ID: mdl-30928997

Assuntos

Bilirrubina/sangue; Hiperbilirrubinemia Neonatal/sangue; Hiperbilirrubinemia Neonatal/diagnóstico; Aprendizado de Máquina; Fototerapia; Área Sob a Curva; Feminino; Idade Gestacional; Humanos; Recém-Nascido; Recém-Nascido Prematuro; Internet; Estudos Longitudinais; Masculino; Curva ROC; Análise de Regressão; Estudos Retrospectivos; Sensibilidade e Especificidade

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fototerapia / Bilirrubina / Hiperbilirrubinemia Neonatal / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Female / Humans / Male / Newborn Idioma: En Revista: Pediatr Res Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Suíça

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