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

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.

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