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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 Remote Diabetic Retinopathy Screening with IoT and Machine Learning on Edge Devices Subject The topic of the resource Diabetic Retinopathy; Edge Computing; IoT (Internet of Things); Machine Learning; Remote Healthcare Description An account of the resource This study presents a novel method of screening for diabetic retinopathy using edge devices the Internet of Things and machine learning. The developed remote screening system ensures broad accessibility as well as affordability by overcoming geographical barriers. While edge computing maximizes real-time analysis, the integration of sophisticated machine learning algorithms improves diagnostic accuracy. The investigation of socio-technical subtleties is guided by the interpretivist philosophy. The outcomes show a strong architecture, effective models, as well as revolutionary effects on accessibility. A critical assessment finds the good points and continuous improvements. Suggestions place a strong emphasis on scaling issues and the ongoing improvement of machine learning models. In order to secure data management and keep up with changing healthcare needs, future research suggests combining blockchain technology with sophisticated imaging modalities. This study advances early detection, enhances accessibility to healthcare, and advances remote screening technologies. 2023 IEEE. Creator An entity primarily responsible for making the resource Deshmukh R.; Shalini S.; Vani V.D.; Kn N.M.; Alzubaidi L.H.; Raj V.H. Source A related resource from which the described resource is derived International Conference on Artificial Intelligence for Innovations in Healthcare Industries, ICAIIHI 2023 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. 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/10.1109/ICAIIHI57871.2023.10489186" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICAIIHI57871.2023.10489186</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191419553&amp;doi=10.1109%2FICAIIHI57871.2023.10489186&amp;partnerID=40&amp;md5=8514f84edf18f79434033b8580ddf20f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191419553&amp;doi=10.1109%2fICAIIHI57871.2023.10489186&amp;partnerID=40&amp;md5=8514f84edf18f79434033b8580ddf20f</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835033091-5 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Deshmukh R., School of Engineering, Sr University, Telangana, Warangal, India; Shalini S., J.N.N Institute of Engineering, Department of Mathematics, India; Vani V.D., Institute of Aeronautical Engineering, Hyderabad, Dundigal, India; Kn N.M., Christ (Deemed to Be University), Department of Civil Engineering, Karnataka, Bengalore, India; Alzubaidi L.H., The Islamic University, Najaf, Iraq; Raj V.H., New Horizon College of Engineering, Department of Applied Sciences, Bangalore, India