Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network

As it was discussed before in Chap. 10.1007/978-981-15-6325-6_4, the disease of diabetic retinopathy (DR) ensure terrible results such as blindness, it has been a remarkable medical problem examined recently. Here, especially retinal pathologies can be the biggest problem for millions of blindness c...

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Autores principales: Kose, Utku, Deperlioglu, Omer, Alzubi, Jafar, Patrut, Bogdan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298988/
http://dx.doi.org/10.1007/978-981-15-6325-6_9
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author Kose, Utku
Deperlioglu, Omer
Alzubi, Jafar
Patrut, Bogdan
author_facet Kose, Utku
Deperlioglu, Omer
Alzubi, Jafar
Patrut, Bogdan
author_sort Kose, Utku
collection PubMed
description As it was discussed before in Chap. 10.1007/978-981-15-6325-6_4, the disease of diabetic retinopathy (DR) ensure terrible results such as blindness, it has been a remarkable medical problem examined recently. Here, especially retinal pathologies can be the biggest problem for millions of blindness cases seen world-wide [1]. When all the cases of blindness are examined in detail, it was reported that there are around 2 million diabetic retinopathy cases causing the blindness so that early diagnosis has taken many steps away in terms of having the highest priority in eliminating or at least slowing down disease factors (causing blindness) and so that reducing the rates of blindness at the final [2, 3].
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spelling pubmed-72989882020-06-17 Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network Kose, Utku Deperlioglu, Omer Alzubi, Jafar Patrut, Bogdan Deep Learning for Medical Decision Support Systems Article As it was discussed before in Chap. 10.1007/978-981-15-6325-6_4, the disease of diabetic retinopathy (DR) ensure terrible results such as blindness, it has been a remarkable medical problem examined recently. Here, especially retinal pathologies can be the biggest problem for millions of blindness cases seen world-wide [1]. When all the cases of blindness are examined in detail, it was reported that there are around 2 million diabetic retinopathy cases causing the blindness so that early diagnosis has taken many steps away in terms of having the highest priority in eliminating or at least slowing down disease factors (causing blindness) and so that reducing the rates of blindness at the final [2, 3]. 2020-06-18 /pmc/articles/PMC7298988/ http://dx.doi.org/10.1007/978-981-15-6325-6_9 Text en © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Kose, Utku
Deperlioglu, Omer
Alzubi, Jafar
Patrut, Bogdan
Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network
title Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network
title_full Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network
title_fullStr Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network
title_full_unstemmed Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network
title_short Diagnosing of Diabetic Retinopathy with Image Dehazing and Capsule Network
title_sort diagnosing of diabetic retinopathy with image dehazing and capsule network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298988/
http://dx.doi.org/10.1007/978-981-15-6325-6_9
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