Alicja R. Rudnicka

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 6

Top Topics

Ensemble Classification

Quality Assessment

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

R. A. Welikala, M. M. Fraz, M. M. Habib, S. Daniel-Tong, M. Yates, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, D. P. Strachan, Sarah Ann Barman
Automated quantification of retinal vessel morphometry in the UK biobank cohort. IPTA (2017)
R. A. Welikala, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, D. P. Strachan, Sarah Barman
Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort. Comput. Biol. Medicine 90 (2017)
R. A. Welikala, M. M. Fraz, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, D. P. Strachan, Sarah A. Barman
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies. Comput. Biol. Medicine 71 (2016)
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)
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)
Muhammad Moazam Fraz, R. A. Welikala, Alicja R. Rudnicka, Christopher G. Owen, D. 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) (2015)
M. M. Fraz, Alicja R. Rudnicka, Christopher G. Owen, D. P. Strachan, Sarah A. Barman
Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification. VISAPP (3) (2014)
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) (2014)
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) (2013)
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)
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)
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) (2012)
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) (2012)
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) (2012)
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)