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Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning.
Ajana, Soufiane; Cougnard-Grégoire, Audrey; Colijn, Johanna M; Merle, Bénédicte M J; Verzijden, Timo; de Jong, Paulus T V M; Hofman, Albert; Vingerling, Johannes R; Hejblum, Boris P; Korobelnik, Jean-François; Meester-Smoor, Magda A; Ueffing, Marius; Jacqmin-Gadda, Hélène; Klaver, Caroline C W; Delcourt, Cécile.
Afiliação
  • Ajana S; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France.
  • Cougnard-Grégoire A; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France.
  • Colijn JM; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.
  • Merle BMJ; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France.
  • Verzijden T; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.
  • de Jong PTVM; Department of Retinal Signal Processing, Netherlands Institute of Neurosciences, KNAW, and Department of Ophthalmology, Amsterdam University MC, Amsterdam, The Netherlands; Department of Ophthalmology, Leiden University MC, Leiden, The Netherlands.
  • Hofman A; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.
  • Vingerling JR; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands.
  • Hejblum BP; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France; Inria, SISTM, Bordeaux Sud-Ouest, Bordeaux, France.
  • Korobelnik JF; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France; Department of Ophthalmology, Bordeaux University Hospital, Bordeaux, France.
  • Meester-Smoor MA; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.
  • Ueffing M; Department of Ophthalmology, Institute for Ophthalmic Research, University of Tübingen, Tübingen, Germany.
  • Jacqmin-Gadda H; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France.
  • Klaver CCW; Department of Ophthalmology, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands; Institute of Molecular and
  • Delcourt C; Bordeaux Population Health Research Center, Inserm, Université de Bordeaux, Bordeaux, France. Electronic address: cecile.delcourt@u-bordeaux.fr.
Ophthalmology ; 128(4): 587-597, 2021 04.
Article em En | MEDLINE | ID: mdl-32890546
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado de Máquina / Degeneração Macular / Modelos Teóricos Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado de Máquina / Degeneração Macular / Modelos Teóricos Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article