Prediction of causative genes in inherited retinal disorder from fundus photography and autofluorescence imaging using deep learning techniques

BACKGROUND/AIMS: To investigate the utility of a data-driven deep learning approach in patients with inherited retinal disorder (IRD) and to predict the causative genes based on fundus photography and fundus autofluorescence (FAF) imaging. METHODS: Clinical and genetic data from 1302 subjects from 7...

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Detalles Bibliográficos
Autores principales: Fujinami-Yokokawa, Yu, Ninomiya, Hideki, Liu, Xiao, Yang, Lizhu, Pontikos, Nikolas, Yoshitake, Kazutoshi, Iwata, Takeshi, Sato, Yasunori, Hashimoto, Takeshi, Tsunoda, Kazushige, Miyata, Hiroaki, Fujinami, Kaoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
Materias:
Clinical Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8380883/
https://www.ncbi.nlm.nih.gov/pubmed/33879469
http://dx.doi.org/10.1136/bjophthalmol-2020-318544

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