New Hypertensive Retinopathy Grading Based on the Ratio of Artery Venous Diameter from Retinal Image

Bambang Krismono Triwijoyo; Boy Subirosa Sabarguna; Widodo Budiharto; Edi Abdurachman

doi:10.47839/ijc.20.2.2069

New Hypertensive Retinopathy Grading Based on the Ratio of Artery Venous Diameter from Retinal Image

Bambang Krismono Triwijoyo, Boy Subirosa Sabarguna, Widodo Budiharto, Edi Abdurachman

Department of Community Medicine Pre Clinic

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

Medical research indicated that narrowing of the retinal blood vessels might be an early indicator of cardiovascular diseases; one of them is hypertensive retinopathy. This paper proposed the new staging method of hypertensive retinopathy by measure the ratio of diameter artery and vein (AVR). The dataset used in this research is the public Messidor color fundus image dataset. The proposed method consists of image resizing using bicubic interpolation, optic disk detection, a region of interest computation, vessel diameter measuring, AVR calculation, and grading the new categories of Hypertensive Retinopathy based on Keith-Wagener-Barker categories. The experiments show that the proposed method can determine the stage of hypertensive retinopathy into new categories.

Original language	English
Pages (from-to)	221-227
Number of pages	7
Journal	International Journal of Computing
Volume	20
Issue number	2
DOIs	https://doi.org/10.47839/ijc.20.2.2069
Publication status	Published - 2021

Keywords

artery-vein diameter ratio
grading
hypertensive retinopathy

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.47839/ijc.20.2.2069

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title = "New Hypertensive Retinopathy Grading Based on the Ratio of Artery Venous Diameter from Retinal Image",

abstract = "Medical research indicated that narrowing of the retinal blood vessels might be an early indicator of cardiovascular diseases; one of them is hypertensive retinopathy. This paper proposed the new staging method of hypertensive retinopathy by measure the ratio of diameter artery and vein (AVR). The dataset used in this research is the public Messidor color fundus image dataset. The proposed method consists of image resizing using bicubic interpolation, optic disk detection, a region of interest computation, vessel diameter measuring, AVR calculation, and grading the new categories of Hypertensive Retinopathy based on Keith-Wagener-Barker categories. The experiments show that the proposed method can determine the stage of hypertensive retinopathy into new categories.",

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T1 - New Hypertensive Retinopathy Grading Based on the Ratio of Artery Venous Diameter from Retinal Image

AU - Triwijoyo, Bambang Krismono

AU - Sabarguna, Boy Subirosa

AU - Budiharto, Widodo

AU - Abdurachman, Edi

PY - 2021

Y1 - 2021

N2 - Medical research indicated that narrowing of the retinal blood vessels might be an early indicator of cardiovascular diseases; one of them is hypertensive retinopathy. This paper proposed the new staging method of hypertensive retinopathy by measure the ratio of diameter artery and vein (AVR). The dataset used in this research is the public Messidor color fundus image dataset. The proposed method consists of image resizing using bicubic interpolation, optic disk detection, a region of interest computation, vessel diameter measuring, AVR calculation, and grading the new categories of Hypertensive Retinopathy based on Keith-Wagener-Barker categories. The experiments show that the proposed method can determine the stage of hypertensive retinopathy into new categories.

AB - Medical research indicated that narrowing of the retinal blood vessels might be an early indicator of cardiovascular diseases; one of them is hypertensive retinopathy. This paper proposed the new staging method of hypertensive retinopathy by measure the ratio of diameter artery and vein (AVR). The dataset used in this research is the public Messidor color fundus image dataset. The proposed method consists of image resizing using bicubic interpolation, optic disk detection, a region of interest computation, vessel diameter measuring, AVR calculation, and grading the new categories of Hypertensive Retinopathy based on Keith-Wagener-Barker categories. The experiments show that the proposed method can determine the stage of hypertensive retinopathy into new categories.

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JF - International Journal of Computing

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New Hypertensive Retinopathy Grading Based on the Ratio of Artery Venous Diameter from Retinal Image

Abstract

Keywords

UN SDGs

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