arXiv Open Access 2020

Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation

Misgina Tsighe Hagos

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Abstrak

Introducing automated Diabetic Retinopathy (DR) diagnosis into Ethiopia is still a challenging task, despite recent reports that present trained Deep Learning (DL) based DR classifiers surpassing manual graders. This is mainly because of the expensive cost of conventional retinal imaging devices used in DL based classifiers. Current approaches that provide mobile based binary classification of DR, and the way towards a cheaper and offline multi-class classification of DR will be discussed in this paper.

Topik & Kata Kunci

eess.IV cs.CV cs.LG

Penulis (1)

Misgina Tsighe Hagos

Format Sitasi

APA MLA BibTeX

Hagos, M.T. (2020). Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation. https://arxiv.org/abs/2003.09208

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓