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Hybrid machine learning architecture for automated detection and grading of retinal images for diabetic retinopathy

Purpose: Diabetic retinopathy is the leading cause of blindness, affecting over 93 million people. An automated clinical retinal screening process would be highly beneficial and provide a valuable second opinion for doctors worldwide. A computer-aided system to detect and grade the retinal images wo...

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Détails bibliographiques
Publié dans:J Med Imaging (Bellingham)
Auteurs principaux: Narayanan, Barath Narayanan, Hardie, Russell C., De Silva, Manawaduge Supun, Kueterman, Nathaniel K.
Format: Artigo
Langue:Inglês
Publié: Society of Photo-Optical Instrumentation Engineers 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7309178/
https://ncbi.nlm.nih.gov/pubmed/32613029
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.3.034501
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