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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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Dades bibliogràfiques
Publicat a:Sci Rep
Autors principals: Hosoda, Yoshikatsu, Miyake, Masahiro, Yamashiro, Kenji, Ooto, Sotaro, Takahashi, Ayako, Oishi, Akio, Miyata, Manabu, Uji, Akihito, Muraoka, Yuki, Tsujikawa, Akitaka
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
Matèries:
Accés en línia: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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