Investigating Determinants and Evaluating Deep Learning Training Approaches for Visual Acuity in Foveal Hypoplasia.

Malechka, Volha V; Duong, Dat; Bordonada, Keyla D; Turriff, Amy; Blain, Delphine; Murphy, Elizabeth; Introne, Wendy J; Gochuico, Bernadette R; Adams, David R; Zein, Wadih M; Brooks, Brian P; Huryn, Laryssa A; Solomon, Benjamin D; Hufnagel, Robert B

Malechka, Volha V; Duong, Dat; Bordonada, Keyla D; Turriff, Amy; Blain, Delphine; Murphy, Elizabeth; Introne, Wendy J; Gochuico, Bernadette R; Adams, David R; Zein, Wadih M; Brooks, Brian P; Huryn, Laryssa A; Solomon, Benjamin D; Hufnagel, Robert B.

Afiliação

Malechka VV; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.
Duong D; Medical Genomics Unit, Medical Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland.
Bordonada KD; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.
Turriff A; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.
Blain D; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.
Murphy E; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.
Introne WJ; Medical Genomics Unit, Medical Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland.
Gochuico BR; Human Biochemical Genetics Section, National Human Genome Research Institute, Bethesda, Maryland.
Adams DR; Medical Genomics Unit, Medical Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland.
Zein WM; Human Biochemical Genetics Section, National Human Genome Research Institute, Bethesda, Maryland.
Brooks BP; Medical Genomics Unit, Medical Genetics Branch, National Human Genome Research Institute, Bethesda, Maryland.
Huryn LA; Human Biochemical Genetics Section, National Human Genome Research Institute, Bethesda, Maryland.
Solomon BD; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.
Hufnagel RB; Ophthalmic Genetics and Visual Function Branch, National Eye Institute, National Institutes of Health, Bethesda, Maryland.

Ophthalmol Sci ; 3(1): 100225, 2023 Mar.

Article em En | MEDLINE | ID: mdl-36339947

Palavras-chave

BCVA, best-corrected visual acuity; CHS, ChediakHigashi syndrome; D, diopters; FH, foveal hypoplasia; Foveal hypoplasia; GAN, generative adversarial network; Generative adversarial network; HPS, HermanskyPudlak syndrome; LogMAR, logarithm of the minimal angle of resolution; NEI, National Eye Institute; Neural network classifier; Nystagmus; OCT; PAX6, Paired Box 6 gene; SER, spherical equivalent refractive error; WAGR, Wilms tumor-aniridia-genital anomalies-retardation syndrome

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article