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Detection of smoking status from retinal images; a Convolutional Neural Network study

Cardiovascular diseases are directly linked to smoking habits, which has both physiological and anatomical effects on the systemic and retinal circulations, and these changes can be detected with fundus photographs. Here, we aimed to 1- design a Convolutional Neural Network (CNN), using retinal phot...

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Detalles Bibliográficos
Autores principales: Vaghefi, Ehsan, Yang, Song, Hill, Sophie, Humphrey, Gayl, Walker, Natalie, Squirrell, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6509122/
https://www.ncbi.nlm.nih.gov/pubmed/31073220
http://dx.doi.org/10.1038/s41598-019-43670-0