Decision support system for detection of hypertensive retinopathy using arteriovenous ratio

作者：

Highlights：

• Accurate detection of Hypertensive Retinopathy (HR) and classification of moderate and malignant HR.

• Lower number of false positives by using accurate blood vessel and A/V(Artery/Vein) classification.

• Color statistical features based vector for A/V classification.

• Achieved high accuracies for classification of moderate and malignant HR.

摘要

•Accurate detection of Hypertensive Retinopathy (HR) and classification of moderate and malignant HR.•Lower number of false positives by using accurate blood vessel and A/V(Artery/Vein) classification.•Color statistical features based vector for A/V classification.•Achieved high accuracies for classification of moderate and malignant HR.

论文关键词：Hypertension,Hypertensive retinopathy,A/V classification,Arteriovenous ratio,Grading of HR

论文评审过程：Received 18 August 2017, Revised 23 April 2018, Accepted 25 June 2018, Available online 2 July 2018, Version of Record 23 August 2018.

论文官网地址：https://doi.org/10.1016/j.artmed.2018.06.004