Cargando…

Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema

This paper presents a dataset that contains 100 high quality fundus images which are acquired from Armed Forces Institute of Ophthalmology (AFIO), Rawalpindi Pakistan. The dataset has been marked by four expert ophthalmologists to aid clinicians and researchers in screening hypertensive retinopathy,...

Descripción completa

Detalles Bibliográficos
Autores principales: Akram, Muhammad Usman, Akbar, Shahzad, Hassan, Taimur, Khawaja, Sajid Gul, Yasin, Ubaidullah, Basit, Imran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7057153/
https://www.ncbi.nlm.nih.gov/pubmed/32154339
http://dx.doi.org/10.1016/j.dib.2020.105282
_version_ 1783503603975061504
author Akram, Muhammad Usman
Akbar, Shahzad
Hassan, Taimur
Khawaja, Sajid Gul
Yasin, Ubaidullah
Basit, Imran
author_facet Akram, Muhammad Usman
Akbar, Shahzad
Hassan, Taimur
Khawaja, Sajid Gul
Yasin, Ubaidullah
Basit, Imran
author_sort Akram, Muhammad Usman
collection PubMed
description This paper presents a dataset that contains 100 high quality fundus images which are acquired from Armed Forces Institute of Ophthalmology (AFIO), Rawalpindi Pakistan. The dataset has been marked by four expert ophthalmologists to aid clinicians and researchers in screening hypertensive retinopathy, diabetic retinopathy and papilledema cases. Moreover, it contains highly detailed annotations for retinal blood vascular patterns, arteries and veins to calculate arteriovenous ratio (AVR), optic nerve head (ONH) region and other retinal anomalies such as hard exudates and cotton wool spots etc. The dataset is extremely useful for the researchers who are working in the ophthalmic image analysis.
format Online
Article
Text
id pubmed-7057153
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-70571532020-03-09 Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema Akram, Muhammad Usman Akbar, Shahzad Hassan, Taimur Khawaja, Sajid Gul Yasin, Ubaidullah Basit, Imran Data Brief Medicine and Dentistry This paper presents a dataset that contains 100 high quality fundus images which are acquired from Armed Forces Institute of Ophthalmology (AFIO), Rawalpindi Pakistan. The dataset has been marked by four expert ophthalmologists to aid clinicians and researchers in screening hypertensive retinopathy, diabetic retinopathy and papilledema cases. Moreover, it contains highly detailed annotations for retinal blood vascular patterns, arteries and veins to calculate arteriovenous ratio (AVR), optic nerve head (ONH) region and other retinal anomalies such as hard exudates and cotton wool spots etc. The dataset is extremely useful for the researchers who are working in the ophthalmic image analysis. Elsevier 2020-02-24 /pmc/articles/PMC7057153/ /pubmed/32154339 http://dx.doi.org/10.1016/j.dib.2020.105282 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Medicine and Dentistry
Akram, Muhammad Usman
Akbar, Shahzad
Hassan, Taimur
Khawaja, Sajid Gul
Yasin, Ubaidullah
Basit, Imran
Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
title Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
title_full Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
title_fullStr Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
title_full_unstemmed Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
title_short Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
title_sort data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
topic Medicine and Dentistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7057153/
https://www.ncbi.nlm.nih.gov/pubmed/32154339
http://dx.doi.org/10.1016/j.dib.2020.105282
work_keys_str_mv AT akrammuhammadusman dataonfundusimagesforvesselssegmentationdetectionofhypertensiveretinopathydiabeticretinopathyandpapilledema
AT akbarshahzad dataonfundusimagesforvesselssegmentationdetectionofhypertensiveretinopathydiabeticretinopathyandpapilledema
AT hassantaimur dataonfundusimagesforvesselssegmentationdetectionofhypertensiveretinopathydiabeticretinopathyandpapilledema
AT khawajasajidgul dataonfundusimagesforvesselssegmentationdetectionofhypertensiveretinopathydiabeticretinopathyandpapilledema
AT yasinubaidullah dataonfundusimagesforvesselssegmentationdetectionofhypertensiveretinopathydiabeticretinopathyandpapilledema
AT basitimran dataonfundusimagesforvesselssegmentationdetectionofhypertensiveretinopathydiabeticretinopathyandpapilledema