Automatic screening of tear meniscus from lacrimal duct obstructions using anterior segment optical coherence tomography images by deep learning.

Imamura, Hitoshi; Tabuchi, Hitoshi; Nagasato, Daisuke; Masumoto, Hiroki; Baba, Hiroaki; Furukawa, Hiroki; Maruoka, Sachiko

Imamura, Hitoshi; Tabuchi, Hitoshi; Nagasato, Daisuke; Masumoto, Hiroki; Baba, Hiroaki; Furukawa, Hiroki; Maruoka, Sachiko.

Afiliação

Imamura H; Department of Ophthalmology, Tsukazaki Hospital, 68-1 Waku, Aboshi-ku, Himeji City, Hyogo, 671-1227, Japan.
Tabuchi H; Department of Ophthalmology, Tsukazaki Hospital, 68-1 Waku, Aboshi-ku, Himeji City, Hyogo, 671-1227, Japan.
Nagasato D; Department of Technology and Design Thinking for Medicine, Hiroshima University Graduate School, Hiroshima, Japan.
Masumoto H; Department of Ophthalmology, Tsukazaki Hospital, 68-1 Waku, Aboshi-ku, Himeji City, Hyogo, 671-1227, Japan. d.nagasato@tsukazaki-eye.net.
Baba H; Department of Technology and Design Thinking for Medicine, Hiroshima University Graduate School, Hiroshima, Japan. d.nagasato@tsukazaki-eye.net.
Furukawa H; Department of Ophthalmology, Tsukazaki Hospital, 68-1 Waku, Aboshi-ku, Himeji City, Hyogo, 671-1227, Japan.
Maruoka S; Department of Technology and Design Thinking for Medicine, Hiroshima University Graduate School, Hiroshima, Japan.

Graefes Arch Clin Exp Ophthalmol ; 259(6): 1569-1577, 2021 Jun.

Article em En | MEDLINE | ID: mdl-33576859

Assuntos

Aprendizado Profundo; Obstrução dos Ductos Lacrimais; Menisco; Adulto; Idoso; Feminino; Humanos; Obstrução dos Ductos Lacrimais/diagnóstico; Masculino; Lágrimas; Tomografia de Coerência Óptica

Palavras-chave

Anterior segment optical coherence tomography image; Area under the curve; Deep learning; Lacrimal duct obstruction; Tear meniscus

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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Menisco / Aprendizado Profundo / Obstrução dos Ductos Lacrimais Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Adult / Aged / Female / Humans / Male Idioma: En Revista: Graefes Arch Clin Exp Ophthalmol Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Japão

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