Alicja R. Rudnicka

According to our database, Alicja R. Rudnicka authored at least 15 papers between 2011 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2017

Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort.

R. A. Welikala, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah Barman

Comput. Biol. Medicine, 2017

Automated quantification of retinal vessel morphometry in the UK biobank cohort.

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

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

2016

Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies.

R. A. Welikala, M. M. Fraz, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman

Comput. Biol. Medicine, 2016

Microaneurysm detection in retinal images using an ensemble classifier.

M. M. Habib, R. A. Welikala, Andreas Hoppe, Christopher G. Owen, Alicja R. Rudnicka, Sarah A. Barman

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

2015

QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size - An automated system for quantification of retinal vessels morphology.

Muhammad Moazam Fraz, R. A. Welikala, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman

Expert Syst. Appl., 2015

Automated retinal vessel recognition and measurements on large datasets.

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification.

Muhammad Moazam Fraz, Alicja R. Rudnicka, Christopher G. Owen, Sarah A. Barman

Int. J. Comput. Assist. Radiol. Surg., 2014

Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification.

M. M. Fraz, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman

Proceedings of the VISAPP 2014, 2014

2013

Quantification of blood vessel calibre in retinal images of multi-ethnic school children using a model based approach.

M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Alicja R. Rudnicka, Christopher G. Owen, Peter Whincup, Sarah Barman

Comput. Medical Imaging Graph., 2013

2012

An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation.

Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah Barman

IEEE Trans. Biomed. Eng., 2012

Blood vessel segmentation methodologies in retinal images - A survey.

Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah A. Barman

Comput. Methods Programs Biomed., 2012

An approach to localize the retinal blood vessels using bit planes and centerline detection.

M. M. Fraz, Sarah Barman, Paolo Remagnino, Andreas Hoppe, Abdul Basit, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen

Comput. Methods Programs Biomed., 2012

A Model Based Approach for Vessel Caliber Measurement in Retinal Images.

Muhammad Moazam Fraz, Paolo Remagnino, Andreas Hoppe, Sarah Barman, Alicja R. Rudnicka, Christopher G. Owen, Peter Whincup

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Ensemble Classification System Applied for Retinal Vessel Segmentation on Child Images Containing Various Vessel Profiles.

M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Alicja R. Rudnicka, Christopher G. Owen, Sarah Barman

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

Retinal Vessel Extraction Using First-Order Derivative of Gaussian and Morphological Processing.

M. M. Fraz, Paolo Remagnino, Andreas Hoppe, Bunyarit Uyyanonvara, Christopher G. Owen, Alicja R. Rudnicka, Sarah Barman

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011