LEADER 04353nam 22006255 450 001 9910484638803321 005 20250514004839.0 010 $a3-030-68936-0 024 7 $a10.1007/978-3-030-68936-0 035 $a(CKB)4100000011912056 035 $a(DE-He213)978-3-030-68936-0 035 $a(MiAaPQ)EBC6605972 035 $a(Au-PeEL)EBL6605972 035 $a(OCoLC)1250076607 035 $a(PPN)255885334 035 $a(EXLCZ)994100000011912056 100 $a20210503d2021 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Intelligence Techniques for Combating COVID-19 /$fedited by Sandeep Kautish, Sheng-Lung Peng, Ahmed J. Obaid 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (X, 390 p. 154 illus., 129 illus. in color.) 225 1 $aEAI/Springer Innovations in Communication and Computing,$x2522-8609 311 08$a3-030-68935-2 320 $aIncludes bibliographical references and index. 327 $aIntroduction -- 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. 330 $aThis book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19. The book gives the technological key drivers behind using AI to find drugs that target the virus, shedding light on the structure of COVID-19, detecting the outbreak and spread of new diseases, spotting signs of a COVID-19 infection in medical images, monitoring how the virus and lockdown is affecting mental health, and forecasting how COVID-19 cases and deaths will spread across cities and why. Further, the book helps readers understand computational intelligence techniques combating COVID-19 in a simple and systematic way. Provides a comprehensive reference covering innovations and development of theories, conceptual models and computational algorithms focused on COVID-19; Asserts all relevant research, key themes, complex adaptive systems, metrics and paradigms dedicated towards COVID-19, enabled with evolutionary methods of computational sciences; Explores how AI and computational techniques can help to predict which patients with the virus would go on to develop Acute Respiratory Distress Syndrome (ARDS). 410 0$aEAI/Springer Innovations in Communication and Computing,$x2522-8609 606 $aTelecommunication 606 $aBiomedical engineering 606 $aMedical informatics 606 $aCommunications Engineering, Networks 606 $aBiomedical Engineering and Bioengineering 606 $aHealth Informatics 615 0$aTelecommunication. 615 0$aBiomedical engineering. 615 0$aMedical informatics. 615 14$aCommunications Engineering, Networks. 615 24$aBiomedical Engineering and Bioengineering. 615 24$aHealth Informatics. 676 $a006.3 702 $aKautish$b Sandeep$f1981- 702 $aPeng$b Sheng-Lung 702 $aObaid$b Ahmed J. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484638803321 996 $aComputational Intelligence Techniques for Combating COVID-19$92259881 997 $aUNINA