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049 _aSBIM
050 0 4 _aRA644
_b.C685 2022
100 1 _aVerma, Parag,
_e1
245 1 0 _aCOVID-19 :
_borigin, detection and impact analysis using artificial intelligence computational techniques /
_cParag Verma, Ankur Dumka, Alaknanda Ashok, Amit Dumka, Anuj Bhardwaj.
260 _aBoca Raton, Florida :
_bCRC Press,
_c(c)2022.
300 _axviii, 510 pages :
_billustrations (chiefly color) ;
_c26 cm
336 _atext
_btxt
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
505 0 0 _aPART I Origin and Background of COV/D-19
505 0 0 _aChapter 1 Introduction to Emerging Respiratory Viruses with Coronavirus Disease (COVID-19)
505 0 0 _aNew and Newly Recognized Respiratory Viruses --
_tInfluenza Viruses --
_tH1N1 Influenza --
_tH2N2 Influenza --
_tAvian Influenza (Al) --
_tHantavirus --
_tHuman Metapneumovirus (HMPV) --
_tBocavirus --
_tCoronavirus --
_tTimeline of the Emerging Viruses --
_tSARS-CoV-2 --
_tCompression of Coronaviruses in Humans-SARS-CoV, MERS-CoV, and COVID-19 --
_tPrevention, Control, and Management Strategies from SARS-CoV-2
505 0 0 _aChapter 2 The Origin Molecular Structure, Function, and Evolution Insights of COVID-19: Morphogenesis and Spike Proteins
505 0 0 _aEmergence of SARS-CoV and SARS-CoV-2 --
_tClassification of Coronaviruses --
_tKey Features and Entry Mechanism of Human Coronaviruses --
_tMorphology, Genomic Structure, and Its Variation of SARS-CoV-2 --
_tStructure, Function, Antigenicity, and ACE2 Recognition by the SARS- CoV-2 Spike Glycoprotein --
_tComputation Approach
505 0 0 _aPART II COVID-19 Screening/ Testing and Detection Systems: Different Paths to the Same Destination
505 0 0 _aChapter 3 Real Time-Polymerase Chain Reaction (RT-PCR) and Antibody Test
505 0 0 _aReal Time RT-PCR --
_tComputational Technique of RT-PCR Test Diagnostic Sensitivity and Specificity Reconstruction for COVID-19 --
_tDigital Polymerase Chain Reaction --
_tComputational Technique of ddPCR Test for Sensitivity Assessment of COVID-19
505 0 0 _aChapter 4 Antigen-Antibody Reaction-Based Immunodiagnostics Method
505 0 0 _aDefinition of Basic Terms of lmmunoassay for Disease --
_tEmerged Rapid Immunodiagnostic tic (Serology Immunoassays) Tests --
_tSARS-CoV-2 Infectivity and Immune Response --
_tComputational Method --
_tSupport Vector Machine to Predict B-Cell
505 0 0 _aPART Ill COVID-19 Detection: Advanced Image Processing with Artificial Intelligence Techniques
505 0 0 _aChapter 5 Lung Function Testing (LFT) with Normal CT Scans and AI Algorithm
505 0 0 _aGeneral Consideration of PFT for COVID-19 --
_tReview of Chest CT Findings in Early COVID-19 Studies --
_tMonitoring the Severity and Progression of COVID-19 with Chest CT --
_tCorrelation of Testing with rRT-PCR and Chest CT --
_tThe Ability to Differentiate Between COVID-19 Pneumonia and Other Pneumonias --
_tDeep Learning Architectures for CT SCAN
505 0 0 _aChapter 6 Chest X-Ray Image-Based Testing Using Machine Learning Techniques
505 0 0 _aChest X-Ray Imaging for COVID-19 --
_tMachine Learning Architectures for Chest X-Ray
505 0 0 _aChapter 7 Blood Cell Microscope Image-Based Testing Using Deep Learning Techniques
505 0 0 _aCOVID-19 and Blood Analysis: A Case Study --
_tComputation Techniques
505 0 0 _aPART IV Analysis of the Pre- and Post-Impact of the COVJD-19 Pandemic Crisis
505 0 0 _aChapter 8 Direct and Indirect Impacts of Environmental Factors on the COVID-19 Pandemic
505 0 0 _aCOVID-19 and Other Large-Scale Epidemic Diseases of the 21st Century --
_tCOVID-19 Environmental Impacts --
_tImpacts on the Present Climate and Climate Change --
_tArtificial Intelligence Tools and Techniques to Measure and Analysis the Impact of COVID-19 on Environment
505 0 0 _aChapter 9 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Economy
505 0 0 _aImpact Analysis from Past Epidemics as a Statistical Lesson --
_tPandemic Scenario --
_tGlobal Economy Affection and Policies to Competing COVID-19 --
_tDirect and Indirect Costs --
_tComputational Model for Visual Analysis of COVID-19's Impact on the Global Economy
505 0 0 _aChapter 10 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Food and Agriculture
505 0 0 _aThe Impact of COVID-19 on Agriculture-Food Market --
_tImmediate Impacts --
_tComputation Model of Analysis --
_tTime Series Analysis
505 0 0 _aChapter 11 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Hotels, Tour and Travel Sectors
505 0 0 _aCurrent Situation in the Tourism Sector --
_tCOVID-19 Circumstances and Tourism --
_tCOVID-19: Dismantling and Re-Mantling Tourism in Three Stages --
_tImpact of the Current Crisis on Tourism Destinations --
_tComputational Models for Tourism Demand Forecasting --
_tExpected Impactful Sectors Analysis
505 0 0 _aChapter 12 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Human Physical and Physiological Health
505 0 0 _aImpact of COVID-19 and Physical Inactivity on The Immune System --
_tCOVID-19 Infection and the Brain Function --
_tRecommendation to Fight Against COVID-19-Associated Neurological and Mental Disorders --
_tImpact of COVID-19 on Older Adults --
_tComputational Approach to Analysis Impact of COVID-19 on Human Physiological Health --
_tA Digital Mental Health Revolution.
520 8 _aThis book highlights progress in terms of Virus Biology and Infection Detection, Prevention, and Control, along with Screening, Testing, and Detection Techniques, that will provide learners and researchers (from basic to advanced) with the most innovative computer-driven methodologies for the fight against COVID-19. In addition, this book also covers the Pre- and Post-Impact of the COVID-19 Pandemic Crisis that will definitely provide useful content for researchers to think broadly about the analytical areas affected by COVID-19. This ultimately shows different paths to the same destination to help understand the nature of the COVID-19 pandemic and how to avoid it in the future.
530 _a2
_ub
650 0 _aCOVID-19 (Disease)
655 4 _aMEDICAL.
700 1 _aDumka, Ankur,
_d1984-
_e1
700 1 _aAshok, Alaknanda,
_e1
700 1 _aDumka, Amit,
_e1
700 1 _aBhardwaj, Anuj,
_e1
942 _cNUR
_eAMAZON
_hRA
_i2021-2022
_k127.50
_m2022
_nNURS
_O112-3371828-6508253
_RNURSING DEPARTMENT
_2lcc
_w160.00
999 _c69155
_d69155
902 _a1
_bCynthia Snell
_c1
_dCynthia Snell