Dataset from fundus images for the study of diabetic retinopathy

被引：27

作者：

Benitez, Veronica Elisa Castillo ^{[1
]}

Matto, Ingrid Castro ^{[1
]}

Roman, Julio Cesar Mello ^{[2
,3
]}

Noguera, Jose Luis Vazquez ^{[2
]}

Garcia-Torres, Miguel ^{[2
,4
]}

Ayala, Jordan ^{[2
]}

Pinto-Roa, Diego P. ^{[2
,5
]}

Gardel-Sotomayor, Pedro E. ^{[2
]}

Facon, Jacques ^{[6
]}

Grillo, Sebastian Alberto ^{[2
,7
]}

机构：

[1] Univ Nacl Asuncion, Hosp Clin, Fac Ciencias Med, Dept Ophthalmol, San Lorenzo 2160, Paraguay

[2] Univ Amer, Comp Engineer Dept, Asuncion 1029, Paraguay

[3] Univ Nacl Concepcion, Fac Ciencias Exactas & Tecnol, Concepcion 8700, Paraguay

[4] Univ Pablo de Olavide, Div Comp Sci, ES-41013 Seville, Spain

[5] Univ Nacl Asuncion, Fac Politecn, San Lorenzo 2160, Paraguay

[6] Univ Fed Espirito Santo, Dept Comp & Elect, Sao Mateus, Brazil

[7] Univ Autonoma Asuncion, Asuncion, Paraguay

来源：

DATA IN BRIEF | 2021年 / 36卷

关键词：

Fundus images; Non-proliferative diabetic retinopathy; Proliferative diabetic retinopathy;

D O I：

10.1016/j.dib.2021.107068

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

This article presents a database containing 757 color fundus images acquired at the Department of Ophthalmology of the Hospital de Clinicas, Facultad de Ciencias Medicas (FCM), Universidad Nacional de Asuncion (UNA), Paraguay. Firstly, the retinal images were acquired with a clinical procedure presented in this paper. The acquisition of the retinographies was made through the Visucam 500 camera of the Zeiss brand. Next, two expert ophthalmologists have classified the dataset. These data can help physicians and researchers in the detection of cases of Non-Proliferative Diabetic Retinopathy (NPDR) and Proliferative Diabetic Retinopathy (PDR), in their different stages. The dataset generated will be useful for ophthalmologists and researchers to work on automatic detection algorithms for Diabetic Retinopathy (DR). (C) 2021 The Authors. Published by Elsevier Inc.

引用

页数：5

共 5 条

[1] Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema [J].

Akram, Muhammad Usman ;

Akbar, Shahzad ;

Hassan, Taimur ;

Khawaja, Sajid Gul ;

Yasin, Ubaidullah ;

Basit, Imran .

DATA IN BRIEF, 2020, 29

[2]

Jacob S., 2020, Diabetic Retinopathy: Screening to Treatment, P161

[3]

Roman J.C.M, INFORM TECHNOLOGY SY, P177

[4]

VISUCAM, 2020, IM FOND OJ RET MED T

[5]

Wiley H.E., 2013, Retina, P940, DOI DOI 10.1016/B978-1-4557-0737-9.00047-3

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