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Machine Learning Approach for Intraocular Disease Prediction Based on Aqueous Humor Immune Mediator Profiles.
Nezu, Naoya; Usui, Yoshihiko; Saito, Akira; Shimizu, Hiroyuki; Asakage, Masaki; Yamakawa, Naoyuki; Tsubota, Kinya; Wakabayashi, Yoshihiro; Narimatsu, Akitomo; Umazume, Kazuhiko; Maruyama, Katsuhiko; Sugimoto, Masahiro; Kuroda, Masahiko; Goto, Hiroshi.
Afiliación
  • Nezu N; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Usui Y; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan. Electronic address: usuyoshi@gmail.com.
  • Saito A; Department of AI Applied Quantitative Clinical Science, Tokyo Medical University, Tokyo, Japan.
  • Shimizu H; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Asakage M; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Yamakawa N; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Tsubota K; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Wakabayashi Y; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Narimatsu A; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Umazume K; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Maruyama K; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
  • Sugimoto M; Research and Development Center for Minimally Invasive Therapies, Institute of Medical Science, Tokyo Medical University, Tokyo, Japan.
  • Kuroda M; Department of Molecular Pathology, Tokyo Medical University, Tokyo, Japan.
  • Goto H; Department of Ophthalmology, Tokyo Medical University Hospital, Tokyo, Japan.
Ophthalmology ; 128(8): 1197-1208, 2021 08.
Article en En | MEDLINE | ID: mdl-33484732
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Humor Acuoso / Diagnóstico por Computador / Mediadores de Inflamación / Oftalmopatías / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Humor Acuoso / Diagnóstico por Computador / Mediadores de Inflamación / Oftalmopatías / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Año: 2021 Tipo del documento: Article