Retinal Image Vessel Width Analysis in Retinopathy of Prematurity
DOI:
https://doi.org/10.51983/ajcst-2019.8.2.2139Keywords:
DVW, OPBA, Retinal Vessel, Retinopathy, ROPAbstract
This paper aims at development of Oscillating Pendulum Based Algorithm (OPBA) for retinal image width computation and analysis for the investigation of Retinopathy of prematurity (ROP). The algorithms have been explained in detail with theoretical investigations and simulations, images from local hospital data base were considered in the investigation. Further this paper also presents an overview of direct retinal vessel width computation method along with the comparative analysis. The results obtained are found to be encouraging for analysis of plus disease under ROP.
References
A. Bhuiyan, B. Nath, J. J. Chua, and K. Ramamohanarao, "An Efficient Method for Vessel Width Measurement on Color Retinal Images," Biosignals, pp. 178-185, 2008.
L. Gang, O. Chutatape, and S. M. Krishnan, "Detection and Measurement of Retinal Vessels in Fundus Images Using Amplitude Modified Second-Order Gaussian Filter," IEEE Transactions on Biomedical Engineering, vol. 49, no. 2, February 2002.
F. Oloumi, R. M. Rangayyan, and A. L. Ells, "Measurement of Vessel Width in Retinal Fundus Images of Preterm Infants with Plus Disease," IEEE International Symposium on Medical Measurements and Applications (MeMeA)-2014.
G. Stabingis et al., "Automatization of Eye Fundus Vessel Width Measurements," DOI: 10.1007/978-3-319-68195-5_85, vipima ge-2017, Springer International Publishing, 2018.
C. Heneghan, J. Flynn, M. O’Keefe, and M. Cahill, "Characterization of changes in blood vessels width and tortuosity in retinopathy of prematurity using image analysis," Medical Image Analysis, vol. 6, no. 1, pp. 407–429, 2002.
R. Manjunatha, M. Koti, and Dr. H.S. Sheshadri, "Boundary Extraction and Tortuosity Calculation in Retinal Fundus Images," Springer, ICERECT-2018, PESCE, Mandya.
C. M. Wilson et al., "Computerized Analysis of Retinal Vessel Width and Tortuosity in Premature Infant," Investigative Ophthalmology & Visual Science, vol. 49, no. 8, DOI: 10.1167/iovs.07-135, August 2008.
R. Sivakumar, M. Eldho, C.V. Jiji, A. Vineka, and R. John, "Diagnosis of Plus Diseases for the Automated Screening of Retinopathy of Prematurity in Preterm Infants," International Conference on Industrial and Information Systems (ICIIS)-2016.
M. F. Chiang et al., "Plus Disease In Retinopathy of Prematurity: An Analysis of Diagnostic Performance," Trans Am Ophthalmol Soc., vol. 105, 2007.
R. Manjunatha and H. S. Sheshadri, "Boundary Extraction and Vessel Width Calculation in Retinal Fundus Images," Asian Journal of Engineering and Applied Technology, vol. 8, no. 2, 2019.
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