Warped Bayesian linear regression for normative modelling of big data.

Fraza, Charlotte J; Dinga, Richard; Beckmann, Christian F; Marquand, Andre F

Fraza, Charlotte J; Dinga, Richard; Beckmann, Christian F; Marquand, Andre F.

Afiliação

Fraza CJ; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Kapittelweg 29, Nijmegen 6525 EN, the Netherlands; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands. Electronic address: charlotte.fr
Dinga R; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Kapittelweg 29, Nijmegen 6525 EN, the Netherlands.
Beckmann CF; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Kapittelweg 29, Nijmegen 6525 EN, the Netherlands; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands; Centre for Functional MRI of the
Marquand AF; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Kapittelweg 29, Nijmegen 6525 EN, the Netherlands; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands; Department of Neuroimaging, Cent

Neuroimage ; 245: 118715, 2021 12 15.

Article em En | MEDLINE | ID: mdl-34798518

Assuntos

Teorema de Bayes; Big Data; Imagem de Tensor de Difusão; Neuroimagem/métodos; Humanos; Distribuição Normal; Reino Unido

Palavras-chave

Bayesian linear regression; Big data; Machine learning; Normative modelling; UK Biobank

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Teorema de Bayes / Imagem de Tensor de Difusão / Neuroimagem / Big Data Tipo de estudo: Prognostic_studies Limite: Humans País/Região como assunto: Europa Idioma: En Revista: Neuroimage Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2021 Tipo de documento: Article

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