Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission.

Brajer, Nathan; Cozzi, Brian; Gao, Michael; Nichols, Marshall; Revoir, Mike; Balu, Suresh; Futoma, Joseph; Bae, Jonathan; Setji, Noppon; Hernandez, Adrian; Sendak, Mark

Brajer, Nathan; Cozzi, Brian; Gao, Michael; Nichols, Marshall; Revoir, Mike; Balu, Suresh; Futoma, Joseph; Bae, Jonathan; Setji, Noppon; Hernandez, Adrian; Sendak, Mark.

Afiliação

Brajer N; Duke Institute for Health Innovation, Durham, North Carolina.
Cozzi B; Duke University School of Medicine, Durham, North Carolina.
Gao M; Duke Institute for Health Innovation, Durham, North Carolina.
Nichols M; Department of Statistical Science, Duke University, Durham, North Carolina.
Revoir M; Duke Institute for Health Innovation, Durham, North Carolina.
Balu S; Duke Institute for Health Innovation, Durham, North Carolina.
Futoma J; Duke Institute for Health Innovation, Durham, North Carolina.
Bae J; Duke Institute for Health Innovation, Durham, North Carolina.
Setji N; Duke University School of Medicine, Durham, North Carolina.
Hernandez A; Department of Statistical Science, Duke University, Durham, North Carolina.
Sendak M; John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, Massachusetts.

JAMA Netw Open ; 3(2): e1920733, 2020 02 05.

Article em En | MEDLINE | ID: mdl-32031645

Assuntos

Mortalidade Hospitalar; Hospitalização; Aprendizado de Máquina; Modelos Biológicos; Adulto; Idoso; Idoso de 80 Anos ou mais; Área Sob a Curva; Registros Eletrônicos de Saúde; Feminino; Previsões; Hospitais; Hospitais de Ensino; Humanos; Masculino; Pessoa de Meia-Idade; Prognóstico; Estudos Prospectivos; Curva ROC; Estudos Retrospectivos; Medição de Risco

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Mortalidade Hospitalar / Aprendizado de Máquina / Hospitalização / Modelos Biológicos Tipo de estudo: Etiology_studies / Evaluation_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Revista: JAMA Netw Open Ano de publicação: 2020 Tipo de documento: Article

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