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Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

BACKGROUND: With the advancement of powerful image processing and machine learning techniques, Computer Aided Diagnosis has become ever more prevalent in all fields of medicine including ophthalmology. These methods continue to provide reliable and standardized large scale screening of various image...

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Detalles Bibliográficos
Autores principales: Bajwa, Muhammad Naseer, Malik, Muhammad Imran, Siddiqui, Shoaib Ahmed, Dengel, Andreas, Shafait, Faisal, Neumeier, Wolfgang, Ahmed, Sheraz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6637616/
https://www.ncbi.nlm.nih.gov/pubmed/31315618
http://dx.doi.org/10.1186/s12911-019-0842-8