Literature DB >> 26737473

Automated retinal vessel recognition and measurements on large datasets.

R A Welikala, M M Fraz, S Hayat, A R Rudnicka, P J Foster, P H Whincup, C G Owen, D P Strachan, S A Barman.   

Abstract

The characteristics of the retinal vascular network have been prospectively associated with many systemic and vascular diseases. QUARTZ is a fully automated software that has been developed to localize and quantify the morphological characteristics of blood vessels in retinal images for use in epidemiological studies. This software was used to analyse a dataset containing 16,000 retinal images from the EPIC-Norfolk cohort study. The objective of this paper is to both assess the suitability of this dataset for computational analysis and to further evaluate the QUARTZ software.

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Year:  2015        PMID: 26737473     DOI: 10.1109/EMBC.2015.7319573

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  4 in total

1.  Artery/vein classification of retinal vessels using classifiers fusion.

Authors:  Samra Irshad; Xiao-Xia Yin; Yanchun Zhang
Journal:  Health Inf Sci Syst       Date:  2019-11-08

2.  Retinal microvascular associations with cardiometabolic risk factors differ by diabetes status: results from the UK Biobank.

Authors:  Robyn J Tapp; Christopher G Owen; Sarah A Barman; David P Strachan; Roshan A Welikala; Paul J Foster; Peter H Whincup; Alicja R Rudnicka
Journal:  Diabetologia       Date:  2022-07-19       Impact factor: 10.460

3.  Retinal Vasculometry Associations with Cardiometabolic Risk Factors in the European Prospective Investigation of Cancer-Norfolk Study.

Authors:  Christopher G Owen; Alicja R Rudnicka; Roshan A Welikala; M Moazam Fraz; Sarah A Barman; Robert Luben; Shabina A Hayat; Kay-Tee Khaw; David P Strachan; Peter H Whincup; Paul J Foster
Journal:  Ophthalmology       Date:  2018-08-01       Impact factor: 12.079

4.  Retinal Vasculometry Associations With Glaucoma: Findings From the European Prospective Investigation of Cancer-Norfolk Eye Study.

Authors:  Alicja R Rudnicka; Christopher G Owen; Roshan A Welikala; Sarah A Barman; Peter H Whincup; David P Strachan; Michelle P Y Chan; Anthony P Khawaja; David C Broadway; Robert Luben; Shabina A Hayat; Kay-Tee Khaw; Paul J Foster
Journal:  Am J Ophthalmol       Date:  2020-07-25       Impact factor: 5.258

  4 in total

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