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 Bronchop Neumonia Detection Using Novel Multilevel Deep Neural Network Schema Description An account of the resource Pneumonia is a dangerous disease that can occur in one or both lungs and is usually caused by a virus, fungus or bacteria. Respiratory syncytial virus (RSV) is the most common cause of pneumonia in children. With the development of pneumonia, it can be divided into four stages: congestion, red liver, gray liver and regression. In our work, we employ the most powerful tools and techniques such as VGG16, an object recognition and classification algorithm that can classify 1000 images in 1000 different groups with 92.7% accuracy. It is one of the popular algorithms designed for image classification and simple to use by means of transfer learning. Transfer learning (TL) is a technique in deep learning that spotlight on pre-learning the neural network and storing the knowledge gained while solving a problem and applying it to new and different information. In our work, the information gained by learning about 1000 different groups on Image Net can be used and strive to identify diseases. 2023 EDP Sciences. All rights reserved. Creator An entity primarily responsible for making the resource Prasanna K.R.; Vijayakumar R.; Sevam J.D.; Parthasarathy P. Source A related resource from which the described resource is derived E3S Web of Conferences, Vol-399 Publisher An entity responsible for making the resource available EDP Sciences 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/10.1051/e3sconf/202339909001" target="_blank" rel="noreferrer noopener">https://doi.org/10.1051/e3sconf/202339909001</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169580085&amp;doi=10.1051%2Fe3sconf%2F202339909001&amp;partnerID=40&amp;md5=5193322c97a3f50b0b8221bf64daf39d" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169580085&amp;doi=10.1051%2fe3sconf%2f202339909001&amp;partnerID=40&amp;md5=5193322c97a3f50b0b8221bf64daf39d</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access; Green Open Access Relation A related resource ISSN: 25550403 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 Prasanna K.R., Bharat Institute of Higher Education and Research, Chennai, India; Vijayakumar R., Lakshmi Narayana Institute of Medical Science, Puduchery, India; Sevam J.D., School of Business and Management, Christ Deemed to Be University, Banglore, India; Parthasarathy P., Ece Department, Psna College of Engineering and Technology, Dindigul, India