Automated quantification of retinal vessel morphometry in the UK Biobank Cohort

R.A. Welikala; M.M. Fraz; M.M. Habib; S. Daniel-Tong; M. Yates; P.J. Foster; P.H. Whincup; A.R. Rudnicka; C.G. Owen; D.P. Strachan; S.A Barman

doi:10.1109/IPTA.2017.8310108

Automated quantification of retinal vessel morphometry in the UK Biobank Cohort

R.A. Welikala
, M.M. Fraz
, M.M. Habib
, S. Daniel-Tong
, M. Yates
, P.J. Foster
, P.H. Whincup
, A.R. Rudnicka
, C.G. Owen
, D.P. Strachan
, S.A Barman

Faculty of Engineering, Computing & the Environment

National University of Sciences and Technology Pakistan
Kingston University
North Middlesex University Hospital NHS Trust
University of East Anglia
National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology
City St George's, University of London

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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.

Original language	English
Title of host publication	2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	978-1-5386-1842-4
ISBN (Print)	978-1-5386-1843-1
DOIs	https://doi.org/10.1109/IPTA.2017.8310108
Publication status	Published - 12 Mar 2018
Event	Seventh International Conference on Image Processing Theory, Tools and Applications - Montreal, Canada Duration: 28 Nov 2017 → 1 Dec 2017

Publication series

Name	Workshops on Image Processing Theory, Tools and Applications, IPTA
ISSN (Electronic)	2154-512X

Conference

Conference	Seventh International Conference on Image Processing Theory, Tools and Applications
Period	28/11/17 → 1/12/17

Keywords

Biological sciences

Access to Document

10.1109/IPTA.2017.8310108

Welikala-R-40433-AAMAccepted author manuscript, 662 KBLicence: Unspecified

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Welikala, R. A., Fraz, M. M., Habib, M. M., Daniel-Tong, S., Yates, M., Foster, P. J., Whincup, P. H., Rudnicka, A. R., Owen, C. G., Strachan, D. P., & Barman, S. A. (2018). Automated quantification of retinal vessel morphometry in the UK Biobank Cohort. In 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Workshops on Image Processing Theory, Tools and Applications, IPTA). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IPTA.2017.8310108

Welikala, R.A. ; Fraz, M.M. ; Habib, M.M. et al. / Automated quantification of retinal vessel morphometry in the UK Biobank Cohort. 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA). Piscataway : Institute of Electrical and Electronics Engineers Inc., 2018. (Workshops on Image Processing Theory, Tools and Applications, IPTA).

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title = "Automated quantification of retinal vessel morphometry in the UK Biobank Cohort",

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.",

keywords = "Biological sciences",

author = "R.A. Welikala and M.M. Fraz and M.M. Habib and S. Daniel-Tong and M. Yates and P.J. Foster and P.H. Whincup and A.R. Rudnicka and C.G. Owen and D.P. Strachan and S.A Barman",

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Welikala, RA, Fraz, MM, Habib, MM, Daniel-Tong, S, Yates, M, Foster, PJ, Whincup, PH, Rudnicka, AR, Owen, CG, Strachan, DP & Barman, SA 2018, Automated quantification of retinal vessel morphometry in the UK Biobank Cohort. in 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA). Workshops on Image Processing Theory, Tools and Applications, IPTA, Institute of Electrical and Electronics Engineers Inc., Piscataway, Seventh International Conference on Image Processing Theory, Tools and Applications, 28/11/17. https://doi.org/10.1109/IPTA.2017.8310108

Automated quantification of retinal vessel morphometry in the UK Biobank Cohort. / Welikala, R.A.; Fraz, M.M.; Habib, M.M. et al.
2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA). Piscataway: Institute of Electrical and Electronics Engineers Inc., 2018. (Workshops on Image Processing Theory, Tools and Applications, IPTA).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Automated quantification of retinal vessel morphometry in the UK Biobank Cohort

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AU - Fraz, M.M.

AU - Habib, M.M.

AU - Daniel-Tong, S.

AU - Yates, M.

AU - Foster, P.J.

AU - Whincup, P.H.

AU - Rudnicka, A.R.

AU - Owen, C.G.

AU - Strachan, D.P.

AU - Barman, S.A

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T3 - Workshops on Image Processing Theory, Tools and Applications, IPTA

BT - 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 28 November 2017 through 1 December 2017

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Welikala RA, Fraz MM, Habib MM, Daniel-Tong S, Yates M, Foster PJ et al. Automated quantification of retinal vessel morphometry in the UK Biobank Cohort. In 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA). Piscataway: Institute of Electrical and Electronics Engineers Inc. 2018. (Workshops on Image Processing Theory, Tools and Applications, IPTA). doi: 10.1109/IPTA.2017.8310108

Automated quantification of retinal vessel morphometry in the UK Biobank Cohort

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