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Retinal Lesion Detection With Deep Learning Using Image Patches

PURPOSE: To develop an automated method of localizing and discerning multiple types of findings in retinal images using a limited set of training data without hard-coded feature extraction as a step toward generalizing these methods to rare disease detection in which a limited number of training dat...

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Detalles Bibliográficos
Autores principales: Lam, Carson, Yu, Caroline, Huang, Laura, Rubin, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5788045/
https://www.ncbi.nlm.nih.gov/pubmed/29372258
http://dx.doi.org/10.1167/iovs.17-22721