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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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Dades bibliogràfiques
Publicat a:Health Inf Sci Syst
Autors principals: Budak, Umit, Şengür, Abdulkadir, Guo, Yanhui, Akbulut, Yaman
Format: Artigo
Idioma:Inglês
Publicat: Springer International Publishing 2017
Matèries:
Accés en línia: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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