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Journal Articles
- 2017
[j8]R. A. Welikala, P. J. Foster, Peter Whincup
, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah Barman:
Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort. Comput. Biol. Medicine 90: 23-32 (2017)- 2016
- [j7]R. A. Welikala, M. M. Fraz, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman:
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies. Comput. Biol. Medicine 71: 67-76 (2016) - 2015
- [j6]Muhammad Moazam Fraz, R. A. Welikala, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman:
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size - An automated system for quantification of retinal vessels morphology. Expert Syst. Appl. 42(20): 7221-7234 (2015) - 2014
- [j5]Muhammad Moazam Fraz, Alicja R. Rudnicka, Christopher G. Owen, Sarah A. Barman:
Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification. Int. J. Comput. Assist. Radiol. Surg. 9(5): 795-811 (2014) - 2013
- [j4]M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Alicja R. Rudnicka, Christopher G. Owen, Peter Whincup, Sarah Barman:
Quantification of blood vessel calibre in retinal images of multi-ethnic school children using a model based approach. Comput. Medical Imaging Graph. 37(1): 48-60 (2013) - 2012
- [j3]Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah A. Barman:
Blood vessel segmentation methodologies in retinal images - A survey. Comput. Methods Programs Biomed. 108(1): 407-433 (2012) - [j2]M. M. Fraz, Sarah Barman, Paolo Remagnino, Andreas Hoppe, Abdul Basit, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen:
An approach to localize the retinal blood vessels using bit planes and centerline detection. Comput. Methods Programs Biomed. 108(2): 600-616 (2012) - [j1]Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah Barman:
An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation. IEEE Trans. Biomed. Eng. 59(9): 2538-2548 (2012)
Conference and Workshop Papers
- 2017
- [c7]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:
Automated quantification of retinal vessel morphometry in the UK biobank cohort. IPTA 2017: 1-6 - 2016
- [c6]M. M. Habib, R. A. Welikala, Andreas Hoppe, Christopher G. Owen, Alicja R. Rudnicka, Sarah A. Barman:
Microaneurysm detection in retinal images using an ensemble classifier. IPTA 2016: 1-6 - 2015
- [c5]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:
Automated retinal vessel recognition and measurements on large datasets. EMBC 2015: 5239-5242 - 2014
- [c4]M. M. Fraz, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman:
Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification. VISAPP (3) 2014: 194-202 - 2012
- [c3]M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah Barman:
Ensemble Classification System Applied for Retinal Vessel Segmentation on Child Images Containing Various Vessel Profiles. ICIAR (2) 2012: 380-389 - [c2]Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Sarah Barman, Alicja R. Rudnicka, Christopher G. Owen, Peter Whincup:
A Model Based Approach for Vessel Caliber Measurement in Retinal Images. SITIS 2012: 129-136 - 2011
- [c1]M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Christopher G. Owen, Alicja R. Rudnicka, Sarah Barman:
Retinal Vessel Extraction Using First-Order Derivative of Gaussian and Morphological Processing. ISVC (1) 2011: 410-420
Coauthor Index
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