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Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning.
Waldstein, Sebastian M; Seeböck, Philipp; Donner, René; Sadeghipour, Amir; Bogunovic, Hrvoje; Osborne, Aaron; Schmidt-Erfurth, Ursula.
Afiliación
  • Waldstein SM; Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology and Optometry, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
  • Seeböck P; Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology and Optometry, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
  • Donner R; Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology and Optometry, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
  • Sadeghipour A; Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology and Optometry, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
  • Bogunovic H; Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology and Optometry, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
  • Osborne A; Genentech, Inc, 1 DNA Way, South San Francisco, CA, USA.
  • Schmidt-Erfurth U; Christian Doppler Laboratory for Ophthalmic Image Analysis, Vienna Reading Center, Department of Ophthalmology and Optometry, Medical University Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria. ursula.schmidt-erfurth@meduniwien.ac.at.
Sci Rep ; 10(1): 12954, 2020 07 31.
Article en En | MEDLINE | ID: mdl-32737379
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Retina / Tomografía de Coherencia Óptica / Aprendizaje Profundo / Degeneración Macular Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Female / Humans / Male Idioma: En Revista: Sci Rep Año: 2020 Tipo del documento: Article País de afiliación: Austria
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Retina / Tomografía de Coherencia Óptica / Aprendizaje Profundo / Degeneración Macular Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Female / Humans / Male Idioma: En Revista: Sci Rep Año: 2020 Tipo del documento: Article País de afiliación: Austria