Estimation of smooth ROC curves for biomarkers with limits of detection.

Bantis, Leonidas E; Yan, Qingxiang; Tsimikas, John V; Feng, Ziding

Bantis, Leonidas E; Yan, Qingxiang; Tsimikas, John V; Feng, Ziding.

Afiliação

Bantis LE; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, 77030, TX, U.S.A.
Yan Q; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, 77030, TX, U.S.A.
Tsimikas JV; Department of Mathematics, Division of Statistics and Data Analysis, University of the Aegean, Samos, 83200, Greece.
Feng Z; Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, 77030, TX, U.S.A.

Stat Med ; 36(24): 3830-3843, 2017 Oct 30.

Article em En | MEDLINE | ID: mdl-28786136

Assuntos

Biomarcadores/análise; Biometria/métodos; Curva ROC; Área Sob a Curva; Neoplasias do Colo; Simulação por Computador; Humanos; Limite de Detecção; Modelos Estatísticos; Neoplasias Pancreáticas

Palavras-chave

Box-Cox; ROC; biomarker; cancer; censoring; classification; early detection; generalized gamma; kernels; limit of detection; spline

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Biomarcadores / Curva ROC / Biometria Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Humans Idioma: En Ano de publicação: 2017 Tipo de documento: Article

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