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Deep phenotype unsupervised machine learning revealed the significance of pachychoroid features in etiology and visual prognosis of age-related macular degeneration

Unsupervised machine learning has received increased attention in clinical research because it allows researchers to identify novel and objective viewpoints for diseases with complex clinical characteristics. In this study, we applied a deep phenotyping method to classify Japanese patients with age-...

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Detalles Bibliográficos
Publicado en:Sci Rep
Main Authors: Hosoda, Yoshikatsu, Miyake, Masahiro, Yamashiro, Kenji, Ooto, Sotaro, Takahashi, Ayako, Oishi, Akio, Miyata, Manabu, Uji, Akihito, Muraoka, Yuki, Tsujikawa, Akitaka
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7595218/
https://ncbi.nlm.nih.gov/pubmed/33116208
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-75451-5
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