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 Pneumonia Detection using Ensemble Transfer Learning Subject The topic of the resource chest x-ray; ensemble; medical images; pneumonia; transfer learning Description An account of the resource Pneumonia is among the most common illnesses and causes to death among the young children worldwide. It is more serious in under-developed countries as it is hard to diagnose due to the absence of specialists. Chest X-ray images have essentially been utilized in the diagnosis of this disease. Examining chest X-rays is a difficult task, even for an experienced radiologist. Information Technology, especially Artificial Intelligence, have started contributing to accurate diagnosis of pneumonia from chest X-ray images. In this work, we used deep learning, transfer learning, and ensemble voting to increase the accuracy of pneumonia detection. The models utilized are VGG16, MobileNetV2, and InceptionV3, all pre-trained on ImageNet, and used the Kaggle RSNA CXR image dataset. The results from these models are ensembled using the weighted average ensemble approach to achieve better accuracy and obtained 98.63% test accuracy. The results are promising, and the proposed model can assist doctors in detecting pneumonia quickly and accurately from Chest X-Ray. 2022 IEEE. Creator An entity primarily responsible for making the resource Cyriac S.; Raju N.; Kim Y.-W. Source A related resource from which the described resource is derived International Conference on ICT Convergence, Vol-2022-October, pp. 479-484. Publisher An entity responsible for making the resource available IEEE Computer Society Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICTC55196.2022.9952532" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICTC55196.2022.9952532</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143256890&amp;doi=10.1109%2FICTC55196.2022.9952532&amp;partnerID=40&amp;md5=5b0d446ce472550d2ce37edf74aac042" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143256890&amp;doi=10.1109%2fICTC55196.2022.9952532&amp;partnerID=40&amp;md5=5b0d446ce472550d2ce37edf74aac042</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21621233; ISBN: 978-166549939-2 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 Cyriac S., Christ (Deemed to Be University), Centre for Digital Innovation, Bengaluru, India; Raju N., Christ (Deemed to Be University), Centre for Digital Innovation, Bengaluru, India; Kim Y.-W., Christ (Deemed to Be University), Centre for Digital Innovation, Bengaluru, India