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 Book Chapter Book Chapter Faculty Publications- Book Chapter 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 A Real-Time Approach with Deep Learning for Pandemic Management Subject The topic of the resource BERT; Convolutional neural network; COVID-19; Deep learning; Generative adversarial network; Graph theory; Long short-term memory; Magnetic resonance imaging; Medicine; Pandemic management; Recurrent neural network; Social network Description An account of the resource It has never been so critical to managing pandemic situations created by a virus like COVID-19, which has brought the world almost to a standstill, claiming millions of lives. Learning from all earlier viruses and building a quick tackling mechanism is a need of the hour. There is a greater need for technology to collaborate with healthcare and leverage each of the domains expertise. With less time in hand, this collaboration must happen in a short time. There is a need to study the exiting progression in technology and the healthcare landscape to bring them to a common path for practical solutions. In the chapter, an attempt was made to put together some thoughts in both fields to relate them to pandemic managements frequent subject. Caution is drawn towards some crucial aspects, such as security and transparency, that cannot be compromised in this journey. Artificial intelligence (AI), being at the forefront of the technology supporting lives, provides a greater hope in this direction. Some of the prominent approaches can be looked at from a pandemic management point of view, which can start a more in-depth discussion on AI and healthcare going hand in hand in managing this pandemic situation. Essential areas of pandemic management, such as building on the knowledge gathered over a period, plugging in the real-time data from the society, building efficient data management systems and building transparent and interpretable solutions are the focus areas of exploration in this chapter. 2022, Springer Nature Switzerland AG. Creator An entity primarily responsible for making the resource Raghavendra Rao A.; Samanta D. Source A related resource from which the described resource is derived EAI/Springer Innovations in Communication and Computing, pp. 113-139. 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 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-030-72752-9_6" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-030-72752-9_6</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114423860&amp;doi=10.1007%2F978-3-030-72752-9_6&amp;partnerID=40&amp;md5=6007a57278bc438450a9c3e5fec6126b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114423860&amp;doi=10.1007%2f978-3-030-72752-9_6&amp;partnerID=40&amp;md5=6007a57278bc438450a9c3e5fec6126b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 25228595 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 Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Raghavendra Rao A., Data Science Department, CHRIST (Deemed to be) University and Specialist-QMS, First American India Private Ltd., Bengaluru, India; Samanta D., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India