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Prediction of age and brachial-ankle pulse-wave velocity using ultra-wide-field pseudo-color images by deep learning

This study examined whether age and brachial-ankle pulse-wave velocity (baPWV) can be predicted with ultra-wide-field pseudo-color (UWPC) images using deep learning (DL). We examined 170 UWPC images of both eyes of 85 participants (40 men and 45 women, mean age: 57.5 ± 20.9 years). Three types of im...

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Detalles Bibliográficos
Autores principales: Nagasato, Daisuke, Tabuchi, Hitoshi, Masumoto, Hiroki, Kusuyama, Takanori, Kawai, Yu, Ishitobi, Naofumi, Furukawa, Hiroki, Adachi, Shouto, Murao, Fumiko, Mitamura, Yoshinori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7652944/
https://www.ncbi.nlm.nih.gov/pubmed/33168888
http://dx.doi.org/10.1038/s41598-020-76513-4