Classifiers fusion for improved vessel recognition with application in quantification of generalized arteriolar narrowing

This paper attempts to estimate diagnostically relevant measure, i.e., Arteriovenous Ratio with an improved retinal vessel classification using feature ranking strategies and multiple classifiers decision-combination scheme. The features exploited for retinal vessel characterization are based on sta...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Xiaoxia Yin, Samra Irshad, Yanchun Zhang
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	World Scientific Publishing 2020-01-01
Schriftenreihe:	Journal of Innovative Optical Health Sciences
Schlagworte:	hypertensive retinopathy retinal vessel classification optic disk arteriovenous ratio region of analysis support vector machine
Online-Zugang:	http://www.worldscientific.com/doi/pdf/10.1142/S1793545819500214
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