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A novel microaneurysms detection approach based on convolutional neural networks with reinforcement sample learning algorithm

Microaneurysms (MAs) are known as early signs of diabetic-retinopathy which are called red lesions in color fundus images. Detection of MAs in fundus images needs highly skilled physicians or eye angiography. Eye angiography is an invasive and expensive procedure. Therefore, an automatic detection s...

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Détails bibliographiques
Publié dans:Health Inf Sci Syst
Auteurs principaux: Budak, Umit, Şengür, Abdulkadir, Guo, Yanhui, Akbulut, Yaman
Format: Artigo
Langue:Inglês
Publié: Springer International Publishing 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5665755/
https://ncbi.nlm.nih.gov/pubmed/29147563
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13755-017-0034-9
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