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Data-driven, voxel-based analysis of brain PET images: Application of PCA and LASSO methods to visualize and quantify patterns of neurodegeneration.
Klyuzhin, Ivan S; Fu, Jessie F; Hong, Andy; Sacheli, Matthew; Shenkov, Nikolay; Matarazzo, Michele; Rahmim, Arman; Stoessl, A Jon; Sossi, Vesna.
Afiliação
  • Klyuzhin IS; Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
  • Fu JF; Department of Physics and Astronomy, University of British Columbia, Vancouver, British Columbia, Canada.
  • Hong A; Department of Physics and Astronomy, University of British Columbia, Vancouver, British Columbia, Canada.
  • Sacheli M; Pacific Parkinson's Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.
  • Shenkov N; Department of Physics and Astronomy, University of British Columbia, Vancouver, British Columbia, Canada.
  • Matarazzo M; Pacific Parkinson's Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.
  • Rahmim A; Department of Radiology, Johns Hopkins University, Baltimore, Maryland, United States of America.
  • Stoessl AJ; Pacific Parkinson's Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.
  • Sossi V; Department of Physics and Astronomy, University of British Columbia, Vancouver, British Columbia, Canada.
PLoS One ; 13(11): e0206607, 2018.
Article em En | MEDLINE | ID: mdl-30395576
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Encéfalo / Tomografia por Emissão de Pósitrons / Neuroimagem / Degeneração Neural Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2018 Tipo de documento: Article
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Encéfalo / Tomografia por Emissão de Pósitrons / Neuroimagem / Degeneração Neural Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2018 Tipo de documento: Article