Deep learning identify retinal nerve fibre and choroid layers as markers of age-related macular degeneration in the classification of macular spectral-domain optical coherence tomography volumes.

Tvenning, Arnt-Ole; Hanssen, Stian Rikstad; Austeng, Dordi; Morken, Tora Sund

Tvenning, Arnt-Ole; Hanssen, Stian Rikstad; Austeng, Dordi; Morken, Tora Sund.

Afiliação

Tvenning AO; Department of Ophthalmology, St. Olav Hospital, Trondheim University Hospital, Trondheim, Norway.
Hanssen SR; Department of Computer Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
Austeng D; Department of Ophthalmology, St. Olav Hospital, Trondheim University Hospital, Trondheim, Norway.
Morken TS; Department of Neuromedicine and Movement Science, NTNU, Trondheim, Norway.

Acta Ophthalmol ; 100(8): 937-945, 2022 Dec.

Article em En | MEDLINE | ID: mdl-35233918

Assuntos

Aprendizado Profundo; Degeneração Macular; Humanos; Tomografia de Coerência Óptica/métodos; Corioide; Degeneração Macular/diagnóstico; Fibras Nervosas

Palavras-chave

age-related macular degeneration; convolutional neural network; deep learning; explainable artificial intelligence; spectral-domain optical coherence tomography; visualization

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Degeneração Macular Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Acta Ophthalmol Ano de publicação: 2022 Tipo de documento: Article

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