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    ARTICLE

    Enhanced Detection of Glaucoma on Ensemble Convolutional Neural Network for Clinical Informatics

    D. Stalin David1,*, S. Arun Mozhi Selvi2, S. Sivaprakash3, P. Vishnu Raja4, Dilip Kumar Sharma5, Pankaj Dadheech6, Sudhakar Sengan7

    CMC-Computers, Materials & Continua, Vol.70, No.2, pp. 2563-2579, 2022, DOI:10.32604/cmc.2022.020059

    Abstract Irretrievable loss of vision is the predominant result of Glaucoma in the retina. Recently, multiple approaches have paid attention to the automatic detection of glaucoma on fundus images. Due to the interlace of blood vessels and the herculean task involved in glaucoma detection, the exactly affected site of the optic disc of whether small or big size cup, is deemed challenging. Spatially Based Ellipse Fitting Curve Model (SBEFCM) classification is suggested based on the Ensemble for a reliable diagnosis of Glaucoma in the Optic Cup (OC) and Optic Disc (OD) boundary correspondingly. This research deploys the Ensemble Convolutional Neural Network… More >

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