A GMM-Based Feature Extraction Technique for the Automated Diagnosis of Retinopathy of Prematurity

Bolón-Canedo, Verónica ;   Ataer-Cansizoglu, Esra ;   Erdogmus, Deniz ;   Kalpathy-Cramer, Jayashree ;   Chiang, Michael F.

Tags Retinal imagingEyeClassification

Retinopathy of Prematurity (ROP) is an ophthalmic disease that is a leading cause of childhood blindness throughout the world. Accurate...

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A Robust and Reliable Quantification Method for Focal Arteriolar Narrowing in Color Retinal Image

Roy, Pallab Kanti ;   Hussain, Md Akter ;   Bhuiyan, Alauddin ;   Kawasaki, Ryo ;   Kotagiri, Ramamohanarao

Tags Computer-aided detection and diagnosis (CAD)Image segmentationRetinal imaging

In this paper a reliable and robust method is presented for the quantification of Focal Arteriolar Narrowing (FAN), a precursor for...

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An Assistive Annotation System for Retinal Images

Ujjwal, Ujjwal ;   Chakravarty, Arunava ;   Sivaswamy, Jayanthi

Tags Retinal imagingEyeComputer-aided detection and diagnosis (CAD)

Annotated data is critical for the development of many computer assisted diagnostic (CAD) algorithms. The process of manual annotation is...

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Analysis of Shape Assumptions in 3D Reconstruction of Retina from Multiple Fundus Images

Ataer-Cansizoglu, Esra ;   Taguchi, Yuichi ;   Kalpathy-Cramer, Jayashree ;   Chiang, Michael F. ;   Erdogmus, Deniz

Tags Retinal imagingImage registrationVisualization

Utilizing priors about the shape of retinal surface is important for accurate reconstruction. We present a detailed analysis of geometrical...

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Automated Segmentation of Intraretinal Cystoid Macular Edema for Retinal 3D OCT Images with Macular Hole

Zhang, Li ;   Zhu, Weifang ;   Shi, Fei ;   Chen, Haoyu ;   Chen, XinJian

Tags Image segmentationRetinal imagingEye

An automated method is proposed to segment and quantify the volume of cystoid macular edema (CME) for the abnormal retina with macular...

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