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Automated Quantification of Retinal Vessel Morphometry in the UK Biobank Cohort

Welikala, RA; Fraz, MM; Habib, MM; Daniel-Tong, S; Yates, M; Fosters, PJ; Whincup, PH; ... Barman, SA; + view all (2018) Automated Quantification of Retinal Vessel Morphometry in the UK Biobank Cohort. In: Proceedings of the Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE: Montreal, QC, Canada. Green open access

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Abstract

The following topics are dealt with: feature extraction; learning (artificial intelligence); image classification; image segmentation; computer vision; object detection; feedforward neural nets; image colour analysis; image representation; medical image processing.

Type: Proceedings paper
Title: Automated Quantification of Retinal Vessel Morphometry in the UK Biobank Cohort
Event: 7th International Conference on Image Processing Theory, Tools and Applications (IPTA)
Location: Montreal, CANADA
Dates: 28 November 2017 - 01 December 2017
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/IPTA.2017.8310108
Publisher version: http://dx.doi.org/10.1109/IPTA.2017.8310108
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Science & Technology, Technology, Computer Science, Artificial Intelligence, Engineering, Electrical & Electronic, Imaging Science & Photographic Technology, Computer Science, Engineering, Retinal image analysis, UK Biobank, Large retinal datasets, Disease biomarkers, ACUTE MYOCARDIAL-INFARCTION, CARDIOVASCULAR RISK-FACTORS, 10-YEAR-OLD CHILDREN, VASCULAR CALIBER, IMAGE-ANALYSIS, SEGMENTATION, CLASSIFICATION, TORTUOSITY, DATABASE, DISEASE
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Institute of Ophthalmology
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL GOS Institute of Child Health
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL GOS Institute of Child Health > Population, Policy and Practice Dept
URI: https://discovery.ucl.ac.uk/id/eprint/10056809
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