Alicja R. Rudnicka

Orcid: 0000-0003-0369-8574

According to our database1, Alicja R. Rudnicka authored at least 15 papers between 2011 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Bibliography

2017
Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort.
Comput. Biol. Medicine, 2017

Automated quantification of retinal vessel morphometry in the UK biobank cohort.
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.
Comput. Biol. Medicine, 2016

Microaneurysm detection in retinal images using an ensemble classifier.
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.
Expert Syst. Appl., 2015

Automated retinal vessel recognition and measurements on large datasets.
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.
Int. J. Comput. Assist. Radiol. Surg., 2014

Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification.
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.
Comput. Medical Imaging Graph., 2013

2012
An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation.
IEEE Trans. Biomed. Eng., 2012

Blood vessel segmentation methodologies in retinal images - A survey.
Comput. Methods Programs Biomed., 2012

An approach to localize the retinal blood vessels using bit planes and centerline detection.
Comput. Methods Programs Biomed., 2012

A Model Based Approach for Vessel Caliber Measurement in Retinal Images.
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.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011
Retinal Vessel Extraction Using First-Order Derivative of Gaussian and Morphological Processing.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011


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