03889nam 2200517 450 991048463880332120220523190334.03-030-68936-010.1007/978-3-030-68936-0(CKB)4100000011912056(DE-He213)978-3-030-68936-0(MiAaPQ)EBC6605972(Au-PeEL)EBL6605972(OCoLC)1250076607(PPN)255885334(EXLCZ)99410000001191205620220114d2021 uy 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierComputational intelligence techniques for combating COVID-19 /Sandeep Kautish, Sheng-Lung Peng, Ahemd J. Obaid, editors1st ed. 2021.Cham, Switzerland :Springer,[2021]©20211 online resource (X, 390 p. 154 illus., 129 illus. in color.)EAI/Springer innovations in communication and computing3-030-68935-2 Includes bibliographical references and index.Introduction -- Machine Intelligence Techniques for Identification and Diagnosis of COVID-19 -- AI and ML approaches for Drug Discovery and Manufacturing for COVID-19 -- Medical Imaging Diagnosis and Analysis for COVID-19 -- Personalized Medicines and vaccines development for COVID-19 -- Machine Learning and Behavioral Modification for COVID-19 -- Smart Health Record Management Techniques for COVID-19 -- Intelligent Clinical Trials for COVID-19 -- Crowdsourcing and Data Collection for COVID-19 -- Radiotherapy for COVID-19 -- Outbreak Prediction for COVID-19 -- Intelligent Mobile Applications for COVID-19 -- Internet of Things enabled applications and design Challenges -- Big Data Enabled Solutions for COVID-19 -- Electronic Governance Policies for Pandemic Crisis -- Use of Automation and Robots to Fight Coronavirus -- AR, VR and New-Age Technologies Demand Escalates Amid COVID-19 -- Unlocking Potentials of NLP to Fight against COVID-19 Crisis -- Chatbots for Coronavirus -- Conclusion.This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19. The book gives the technological key drivers behind using AI to find drugs that target the virus, shedding light on the structure of COVID-19, detecting the outbreak and spread of new diseases, spotting signs of a COVID-19 infection in medical images, monitoring how the virus and lockdown is affecting mental health, and forecasting how COVID-19 cases and deaths will spread across cities and why. Further, the book helps readers understand computational intelligence techniques combating COVID-19 in a simple and systematic way. Provides a comprehensive reference covering innovations and development of theories, conceptual models and computational algorithms focused on COVID-19; Asserts all relevant research, key themes, complex adaptive systems, metrics and paradigms dedicated towards COVID-19, enabled with evolutionary methods of computational sciences; Explores how AI and computational techniques can help to predict which patients with the virus would go on to develop Acute Respiratory Distress Syndrome (ARDS).EAI/Springer innovations in communication and computing.Artificial intelligenceArtificial intelligence.006.3Kautish Sandeep1981-Peng Sheng-LungObaid Ahmed J.MiAaPQMiAaPQMiAaPQBOOK9910484638803321Computational Intelligence Techniques for Combating COVID-192259881UNINA