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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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發表在:Health Inf Sci Syst
Main Authors: Budak, Umit, Şengür, Abdulkadir, Guo, Yanhui, Akbulut, Yaman
格式: Artigo
語言:Inglês
出版: Springer International Publishing 2017
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在線閱讀: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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