Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Cloud-enabled Diabetic Retinopathy Prediction System using optimized deep Belief Network Classifier Subject The topic of the resource Classification; Cloud-based prediction and diagnosis; Diabetic Retinopathy; Optimized deep Belief Network; Stochastic neighbor embedding Description An account of the resource Diabetic retinopathy disease is one of the notorious metabolic disorders happens due to increase of blood sugar level in human body. In computer vision, images are recognized as the indispensable tool for precise prediction and diagnosis of diabetic retinopathy. Therefore, the proposed research study considers the fundus images of various patients containing the diabetic disease. Basic idea behind this research is to introduce a stochastic neighbor embedding (SNE) feature extraction approach for the sake of dimensional reduction and unnecessary noise removal from the fundus images. After feature extraction, the proposed optimized deep belief network (O-DBN) classifier model is capable of measuring the image features into various classes that gives the severity levels of diabetic retinopathy disease. Moreover, the proposed cloud-enabled diabetic retinopathy prediction system using the SNE feature extraction and O-DBN classification model could outperform the existing online prediction systems in terms of sensitivity, specificity, F1-score, prediction time and accuracy. 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. Creator An entity primarily responsible for making the resource Rajavel R.; Sundaramoorthy B.; Gr K.; Ravichandran S.K.; Leelasankar K. Source A related resource from which the described resource is derived Journal of Ambient Intelligence and Humanized Computing, Vol-14, No. 10, pp. 14101-14109. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s12652-022-04114-2" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s12652-022-04114-2</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133258401&doi=10.1007%2Fs12652-022-04114-2&partnerID=40&md5=21a1ce4436441cc09b2bb2875b16c2ce" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133258401&doi=10.1007%2fs12652-022-04114-2&partnerID=40&md5=21a1ce4436441cc09b2bb2875b16c2ce</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18685137 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Rajavel R., Department of CSE, CHRIST University, Bangalore, India; Sundaramoorthy B., School of Physiotherapy, Aarupadai Veedu Medical College & Hospital, Pondicherry, India; Gr K., Department of CSE, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, India; Ravichandran S.K., Department of CSE, CHRIST University, Bangalore, India; Leelasankar K., School of Computing, SRM Institute of Science & Technology, Kattankulathur, India