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

Fraz, Muhammad Moazam, Rudnicka, Alicja R., Owen, Christopher G. and Barman, Sarah A. (2014) Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification. International Journal of Computer Assisted Radiology and Surgery, 9(5), pp. 795-811. ISSN (print) 1861-6410

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Abstract

A new retinal blood vessel segmentation algorithm was developed and tested with a shared database. The observed accuracy, speed, robustness and simplicity suggest that the algorithm may be a suitable tool for automated retinal image analysis in large population-based studies.

Item Type: Article
Research Area: Computer science and informatics
Faculty, School or Research Centre: Faculty of Science, Engineering and Computing > Digital Imaging Research Centre (DIRC)
Faculty of Science, Engineering and Computing > School of Computing and Information Systems
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Depositing User: Moazam Fraz
Date Deposited: 31 May 2014 10:01
Last Modified: 09 Jan 2015 15:22
URI: http://eprints.kingston.ac.uk/id/eprint/27954

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