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Diabetic Retinopathy Image Database(DRiDB): A new database for diabetic retinopathy screening programs research (CROSBI ID 599661)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Prentašić, Pavle ; Lončarić, Sven ; Vatavuk, Zoran ; Benčić, Goran ; Subašić, Marko ; Petković, Tomislav ; Dujmović, Lana ; Malenica-Ravlić, Maja ; Budimlija, Nikolina ; Tadić, Rašeljka Diabetic Retinopathy Image Database(DRiDB): A new database for diabetic retinopathy screening programs research // Proceedings of ISPA 2013 8th International Symposium on Image and Signal Processing and Analysis / Gianni Ramponi, Sven Lončarić, Alberto Carini, Karen Egiazarian (ur.). Zagreb : Trst: University of Zagreb ; University of Trieste, 2013. str. 704-709

Podaci o odgovornosti

Prentašić, Pavle ; Lončarić, Sven ; Vatavuk, Zoran ; Benčić, Goran ; Subašić, Marko ; Petković, Tomislav ; Dujmović, Lana ; Malenica-Ravlić, Maja ; Budimlija, Nikolina ; Tadić, Rašeljka

engleski

Diabetic Retinopathy Image Database(DRiDB): A new database for diabetic retinopathy screening programs research

Diabetic retinopathy is one of the leading disabling chronic diseases, and one of the leading causes of preventable blindness in the world. Early diagnosis of diabetic retinopathy enables timely treatment and in order to achieve it a major effort will have to be invested into screening programs and especially into automated screening programs. For automated screening programs to work robustly a representative fundus image database is required. In this paper we give an overview of currently available databases and present a new diabetic retinopathy database. Our database is to our knowledge the first and only database which has diabetic retinopathy pathologies and major fundus structures annotated for every image from the database which makes it perfect for design and evaluation of currently available and new image processing algorithms for early detection of diabetic retinopathy using color fundus images.

diabetic retinopathy; image database; microaneurysm; hemorrhages; neovascularization

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Podaci o prilogu

704-709.

2013.

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objavljeno

978-953-184-187-0

Podaci o matičnoj publikaciji

Proceedings of ISPA 2013 8th International Symposium on Image and Signal Processing and Analysis

Gianni Ramponi, Sven Lončarić, Alberto Carini, Karen Egiazarian

Zagreb : Trst: University of Zagreb ; University of Trieste

1845-5921

Podaci o skupu

8th International Symposium on Image and Signal Processing and Analysis (ISPA 2013)

predavanje

04.09.2013-06.09.2013

Trst, Italija

Povezanost rada

Elektrotehnika, Računarstvo