Christopher G. Owen

16 papers Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2024 — conf
Artificial Intelligence-Enabled Retinal Vasculometry at Scale Utilizing the UK Biobank, CLSA, and NEL DESP Datasets.
BHI
Roshan Alex Welikala, Jiri Fajtl, Gordon Johnson, Farzana Rahman, Razvan Podoleanu, Paolo Remagnino, Ellen E. Freeman, Ryan Chambers, Louis Bolter, John Anderson, Abraham Olvera Barrios, Alasdair Warwick, Paul J. Foster, Royce Shakespeare, Rahul Ganguly, Catherine Egan, Adnan Tufail, Christopher G. Owen, Alicja R. Rudnicka, Sarah A. Barman
2017 J jnl
Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort.
Comput. Biol. Medicine
R. A. Welikala, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah Barman
2017 — conf
Automated quantification of retinal vessel morphometry in the UK biobank cohort.
IPTA
R. A. Welikala, M. M. Fraz, M. M. Habib, S. Daniel-Tong, Max Yates, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah Ann Barman
2016 J jnl
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies.
Comput. Biol. Medicine
R. A. Welikala, M. M. Fraz, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman
2016 — conf
Microaneurysm detection in retinal images using an ensemble classifier.
IPTA
M. M. Habib, R. A. Welikala, Andreas Hoppe, Christopher G. Owen, Alicja R. Rudnicka, Sarah A. Barman
2015 — conf
Automated retinal vessel recognition and measurements on large datasets.
EMBC
R. A. Welikala, Muhammad Moazam Fraz, Shabina Hayat, Alicja R. Rudnicka, Paul J. Foster, Peter Whincup, Christopher G. Owen, David P. Strachan, Sarah A. Barman
2015 J jnl
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size - An automated system for quantification of retinal vessels morphology.
Expert Syst. Appl.
Muhammad Moazam Fraz, R. A. Welikala, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman
2014 — conf
Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification.
VISAPP (3)
M. M. Fraz, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman
2014 J jnl
Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification.
Int. J. Comput. Assist. Radiol. Surg.
Muhammad Moazam Fraz, Alicja R. Rudnicka, Christopher G. Owen, Sarah A. Barman
2013 J jnl
Quantification of blood vessel calibre in retinal images of multi-ethnic school children using a model based approach.
Comput. Medical Imaging Graph.
M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Alicja R. Rudnicka, Christopher G. Owen, Peter Whincup, Sarah Barman
2012 — conf
A Model Based Approach for Vessel Caliber Measurement in Retinal Images.
SITIS
Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Sarah Barman, Alicja R. Rudnicka, Christopher G. Owen, Peter Whincup
2012 J jnl
An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation.
IEEE Trans. Biomed. Eng.
Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah Barman
2012 J jnl
An approach to localize the retinal blood vessels using bit planes and centerline detection.
Comput. Methods Programs Biomed.
M. M. Fraz, Sarah Barman, Paolo Remagnino, Andreas Hoppe, Abdul Basit, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen
2012 J jnl
Blood vessel segmentation methodologies in retinal images - A survey.
Comput. Methods Programs Biomed.
Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah A. Barman
2012 — conf
Ensemble Classification System Applied for Retinal Vessel Segmentation on Child Images Containing Various Vessel Profiles.
ICIAR (2)
M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah Barman
2011 — conf
Retinal Vessel Extraction Using First-Order Derivative of Gaussian and Morphological Processing.
ISVC (1)
M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Christopher G. Owen, Alicja R. Rudnicka, Sarah Barman