Dataset of fundus images for the diagnosis of ocular toxoplasmosis

被引：3

作者：

Cardozo, Olivia ^{[1
]}

Ojeda, Verena ^{[2
]}

Parra, Rodrigo ^{[2
]}

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

Noguera, Jose Luis Vazquez ^{[2
]}

Garcia-Torres, Miguel ^{[4
]}

Divina, Federico ^{[4
]}

Grillo, Sebastian A. ^{[8
]}

Villalba, Cynthia ^{[5
]}

Facon, Jacques ^{[6
]}

Benitez, Veronica Elisa Castillo ^{[7
]}

Matto, Ingrid Castro ^{[7
]}

Aquino-Britez, Diego ^{[2
]}

机构：

[1] Hosp Gen Pediat Ninos Acosta Nu, Dept Ophthalmol, San Lorenzo, Paraguay

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

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

[4] Univ Pablo de Olavide, Data Sci & Big Data Lab, ES-41013 Seville, Spain

[5] Univ Nacl Asunc, Fac Politecn, San Lorenzo 111421, Paraguay

[6] Univ Fed Espirito Santo, Dept Comp & Elect, BR-29932540 Sao Mateus, ES, Brazil

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

[8] Univ Autonoma Asuncion, Fac Sci & Technol, Asuncion 1255, Paraguay

来源：

DATA IN BRIEF | 2023年 / 48卷

关键词：

Toxoplasmosis; Coriorretinitis; Artificial intelligence;

D O I：

10.1016/j.dib.2023.109056

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：

Toxoplasmosis chorioretinitis is commonly diagnosed by an ophthalmologist through the evaluation of the fundus images of a patient. Early detection of these lesions may help to prevent blindness. In this article we present a data set of fundus images labeled into three categories: healthy eye, inactive and active chorioretinitis. The dataset was developed by three ophthalmologists with expertise in toxoplasmosis detection using fundus images. The dataset will be of great use to researchers working on ophthalmic image analysis using artificial intelligence techniques for the automatic detection of toxoplasmosis chorioretinitis. (c) 2023 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

引用

页数：7

共 4 条

[1]

[Anonymous], 2020, VISUCAM 500 IM FOND

[2] Dataset from fundus images for the study of diabetic retinopathy [J].

Benitez, Veronica Elisa Castillo ;

Matto, Ingrid Castro ;

Roman, Julio Cesar Mello ;

Noguera, Jose Luis Vazquez ;

Garcia-Torres, Miguel ;

Ayala, Jordan ;

Pinto-Roa, Diego P. ;

Gardel-Sotomayor, Pedro E. ;

Facon, Jacques ;

Grillo, Sebastian Alberto .

DATA IN BRIEF, 2021, 36

[3]

ophthalmologyweb, PICTOR PLUS PORTABLE

[4]

Parra R, 2021, STUD HEALTH TECHNOL, V281, P173, DOI 10.3233/SHTI210143

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