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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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Библиографические подробности
Опубликовано в: :Health Inf Sci Syst
Главные авторы: Budak, Umit, Şengür, Abdulkadir, Guo, Yanhui, Akbulut, Yaman
Формат: Artigo
Язык:Inglês
Опубликовано: Springer International Publishing 2017
Предметы:
Online-ссылка: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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