A comparison of Bayesian and non-linear regression methods for robust estimation of pharmacokinetics in DCE-MRI and how it affects cancer diagnosis.

Dikaios, Nikolaos; Atkinson, David; Tudisca, Chiara; Purpura, Pierpaolo; Forster, Martin; Ahmed, Hashim; Beale, Timothy; Emberton, Mark; Punwani, Shonit

Dikaios, Nikolaos; Atkinson, David; Tudisca, Chiara; Purpura, Pierpaolo; Forster, Martin; Ahmed, Hashim; Beale, Timothy; Emberton, Mark; Punwani, Shonit.

Afiliação

Dikaios N; Centre for Vision, Speech and Signal Processing, University of Surrey, United Kingdom. Electronic address: nd301@hotmail.co.uk.
Atkinson D; Centre for Medical Imaging, University College London, United Kingdom.
Tudisca C; Centre for Medical Imaging, University College London, United Kingdom.
Purpura P; Centre for Medical Imaging, University College London, United Kingdom.
Forster M; Department of Head and Neck Oncology, University College London Hospital, United Kingdom; Cancer Institute, University College London, United Kingdom.
Ahmed H; Department of Urology, University College London, London NW1 2 PG, United Kingdom.
Beale T; Department of Head and Neck Oncology, University College London Hospital, United Kingdom.
Emberton M; Department of Urology, University College London, London NW1 2 PG, United Kingdom.
Punwani S; Centre for Medical Imaging, University College London, United Kingdom; Department of Head and Neck Oncology, University College London Hospital, United Kingdom.

Comput Med Imaging Graph ; 56: 1-10, 2017 03.

Article em En | MEDLINE | ID: mdl-28192761

Assuntos

Antineoplásicos/farmacocinética; Teorema de Bayes; Meios de Contraste; Imageamento por Ressonância Magnética/métodos; Neoplasias/diagnóstico; Neoplasias/metabolismo; Algoritmos; Área Sob a Curva; Carcinoma de Células Escamosas/diagnóstico; Carcinoma de Células Escamosas/metabolismo; Feminino; Neoplasias de Cabeça e Pescoço/diagnóstico; Neoplasias de Cabeça e Pescoço/metabolismo; Humanos; Masculino; Neoplasias da Próstata/diagnóstico; Neoplasias da Próstata/metabolismo; Curva ROC; Reprodutibilidade dos Testes

Palavras-chave

Bayesian inference for nonlinear model; DCE analysis; Head and neck; Prostate cancer

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Teorema de Bayes / Meios de Contraste / Neoplasias / Antineoplásicos Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Female / Humans / Male Idioma: En Ano de publicação: 2017 Tipo de documento: Article

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