Scientific Data, Volume (11), No (1), Year (2024-10)

Title : ( FARFUM-RoP, A dataset for computer-aided detection of Retinopathy of Prematurity )

Authors: Morteza Akbari , Hamid Reza Pourreza , Elias Khalili Pour , Afsar Dastjani Farahani , Fatemeh Bazvand , Nazanin Ebrahimiadib , Nazanin Ebrahimiadib , Marjan Imani Fooladi , fereshte ramezani kalate shadi ,

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Abstract

Retinopathy of Prematurity (ROP) is a critical eye disorder affecting premature infants, characterized by abnormal blood vessel development in the retina. Plus Disease, indicating severe ROP progression, plays a pivotal role in diagnosis. Recent advancements in Artificial Intelligence (AI) have shown parity with or surpass human experts in ROP detection, especially Plus Disease. However, the success of AI systems depends on high-quality datasets, emphasizing the need for collaboration and data sharing among researchers. To address this challenge, the paper introduces a new public dataset, FARFUM-RoP (Farabi and Ferdowsi University of Mashhad’s ROP dataset), comprising 1533 ROP fundus images from 68 patients, annotated independently by five experienced childhood ophthalmologists as “Normal,” “Pre-Plus,” or “Plus.” Ethical principles and consent were meticulously followed during data collection. The paper presents the dataset structure, patient details, and expert labels.

Keywords

, Retinopathy of Prematurity, image processing, Machine Vision
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@article{paperid:1100544,
author = {Akbari, Morteza and Pourreza, Hamid Reza and الیاس خلیلی پور and افسر دستجانی فراهانی and فاطمه بازوند and نازنین ابراهیمی ادیب and نازنین ابراهیمی ادیب and مرجان ایمانی فولادی and Ramezani Kalate Shadi, Fereshte},
title = {FARFUM-RoP, A dataset for computer-aided detection of Retinopathy of Prematurity},
journal = {Scientific Data},
year = {2024},
volume = {11},
number = {1},
month = {October},
issn = {2052-4463},
keywords = {Retinopathy of Prematurity; image processing; Machine Vision},
}

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%0 Journal Article
%T FARFUM-RoP, A dataset for computer-aided detection of Retinopathy of Prematurity
%A Akbari, Morteza
%A Pourreza, Hamid Reza
%A الیاس خلیلی پور
%A افسر دستجانی فراهانی
%A فاطمه بازوند
%A نازنین ابراهیمی ادیب
%A نازنین ابراهیمی ادیب
%A مرجان ایمانی فولادی
%A Ramezani Kalate Shadi, Fereshte
%J Scientific Data
%@ 2052-4463
%D 2024

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