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Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology.
Alipanahi, Babak; Hormozdiari, Farhad; Behsaz, Babak; Cosentino, Justin; McCaw, Zachary R; Schorsch, Emanuel; Sculley, D; Dorfman, Elizabeth H; Foster, Paul J; Peng, Lily H; Phene, Sonia; Hammel, Naama; Carroll, Andrew; Khawaja, Anthony P; McLean, Cory Y.
Afiliação
  • Alipanahi B; Google Health, Palo Alto, CA 94304, USA. Electronic address: babaka@google.com.
  • Hormozdiari F; Google Health, Cambridge, MA 02142, USA.
  • Behsaz B; Google Health, Cambridge, MA 02142, USA.
  • Cosentino J; Google Health, Palo Alto, CA 94304, USA.
  • McCaw ZR; Google Health, Palo Alto, CA 94304, USA.
  • Schorsch E; Google Health, Palo Alto, CA 94304, USA.
  • Sculley D; Google Health, Cambridge, MA 02142, USA.
  • Dorfman EH; Google Health, Palo Alto, CA 94304, USA.
  • Foster PJ; NIHR Biomedical Research Centre at Moorfields Eye Hospital and UCL Institute of Ophthalmology, London EC1V 9EL, UK.
  • Peng LH; Google Health, Palo Alto, CA 94304, USA.
  • Phene S; Google Health, Palo Alto, CA 94304, USA.
  • Hammel N; Google Health, Palo Alto, CA 94304, USA.
  • Carroll A; Google Health, Palo Alto, CA 94304, USA.
  • Khawaja AP; NIHR Biomedical Research Centre at Moorfields Eye Hospital and UCL Institute of Ophthalmology, London EC1V 9EL, UK; MRC Epidemiology Unit, University of Cambridge, Cambridge CB2 0SL, UK.
  • McLean CY; Google Health, Cambridge, MA 02142, USA. Electronic address: cym@google.com.
Am J Hum Genet ; 108(7): 1217-1230, 2021 07 01.
Article em En | MEDLINE | ID: mdl-34077760
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Disco Óptico / Aprendizado de Máquina Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Am J Hum Genet Ano de publicação: 2021 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Disco Óptico / Aprendizado de Máquina Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Am J Hum Genet Ano de publicação: 2021 Tipo de documento: Article