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 3D CNN-Based Classification of Severity in COVID-19 Using CT Images Subject The topic of the resource 3D CNN; COVID-19; CT images; Lung infection; Severity classification Description An account of the resource With the pandemic worldwide due to COVID-19, several detections and diagnostic methods have been in place. One of the standard modes of detection is computed tomography imaging. With the availability of computing resources and powerful GPUs, the analyses of extensive image data have been possible. Our proposed work initially deals with the classification of CT images as normal and infected images, and later, from the infected data, the images are classified based on their severity. The proposed work uses a 3D convolution neural network model to extract all the relevant features from the CT scan images. The results are also compared with the existing state-of-the-art algorithms. The proposed work is evaluated in accuracy, precision, recall, kappa value, and Intersection over Union. The model achieved an overall accuracy of 94.234% and a kappa value of 0.894. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Leena Sri R.; Vetriveeran D.; Sambandam R.K. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-552, pp. 301-312. 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/10.1007/978-981-19-6634-7_22" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-6634-7_22</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149949716&amp;doi=10.1007%2F978-981-19-6634-7_22&amp;partnerID=40&amp;md5=75a7f7d76ed71a4ea30b52a688d014c8" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149949716&amp;doi=10.1007%2f978-981-19-6634-7_22&amp;partnerID=40&amp;md5=75a7f7d76ed71a4ea30b52a688d014c8</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981196633-0 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 Leena Sri R., Department of CSE, Thiagarajar College of Engineering, Madurai, India; Vetriveeran D., Department of CSE, CHRIST (Deemed to be University), Bangalore, India; Sambandam R.K., Department of CSE, CHRIST (Deemed to be University), Bangalore, India