The Role of AI, IoT and Blockchain in Mitigating the Impact of COVID-19.

In the wake of the global COVID-19 pandemic, humanity faced unprecedented challenges that necessitated innovative technological solutions. The Role of AI, IoT, and Blockchain in Mitigating the Impact of COVID-19 explores the transformative influence of Artificial Intelligence (AI), Internet of Thing...

Ամբողջական նկարագրություն

Մատենագիտական մանրամասներ
Հիմնական հեղինակ: Vijayalakshmi, S.
Այլ հեղինակներ: Chilamkurti, Naveen, Savita
Ձևաչափ: Licensed eBooks
Լեզու:անգլերեն
Հրապարակվել է: Sharjah : Bentham Science Publishers, 2023.
Առցանց հասանելիություն:https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=3728889
Բովանդակություն:
  • Cover
  • Title
  • Copyright
  • End User License Agreement
  • Contents
  • Preface
  • List of Contributors
  • Artificial Intelligence (AI) in Battle Against COVID-19
  • Sivakumar Vengusamy1,* and Hegan A.L. Rajendran1
  • INTRODUCTION
  • AI-BASED TECHNIQUES IN THE BATTLE AGAINST COVID-19
  • Particle Swarm Optimization (PSO) Technique
  • Artificial Neural Network
  • Model Estimation Procedures
  • Random Forest
  • Decision Tree
  • Neural Network Models
  • DATA PREPROCESSING FOR PRECAUTION MEASURES ON COVID-19 DATA
  • Effective Measures on Datasets
  • Weather Dataset
  • Air Pollution Dataset
  • Lockdown (Movement Restriction) Dataset
  • Dataset Compilation
  • Filtering of scope Dataset
  • Drop Meaningless Variables
  • TYPES OF MISSING VALUE IMPUTATION FOR AI MODELS
  • OUTLIER TREATMENT FOR MACHINE LEARNING MODELS
  • PREDICTIVE ANALYSIS: AI-MODEL CREATION
  • Multiple Linear Regression
  • Neural Network Regression
  • Decision Tree
  • Random Forest
  • CONCLUSION
  • ACKNOWLEDGEMENTS
  • REFERENCES
  • Impact of 3D Printed Components and Ventilators on COVID-19
  • K.T. Thomas1,*, Lija Jacob1 and Samiksha Shukla1
  • INTRODUCTION TO CURRENT CORONAVIRUS DISEASE (COVID-19)
  • THE UNPRECEDENTED SHORTAGE OF LIFE-SUPPORTING DEVICES AND VARIOUS COMPONENTS
  • AN OVERVIEW OF 3D PRINTING / ADDITIVE MANUFACTURING
  • Major 3-Dimensional Printing Technologies
  • Binder Jetting
  • Directed Energy Deposition
  • Materials Extrusion
  • Materials Jetting
  • Powder Bed Fusion
  • Sheet Lamination
  • Vat Photopolymerization
  • Common Additive Printing Materials
  • Metals
  • Polymers
  • Ceramics
  • Composite Materials
  • Other Smart Materials
  • Special Materials
  • Application of 3D Printing in the Medical Industry/Healthcare Domain
  • Preoperative Planning and Tailored Pre-surgical/Treatment
  • Personalize Surgical Instruments and Prostheses
  • Research on Osteoporotic Scenarios
  • Enhancing Medical Practice
  • Tissue Engineering
  • Drugs that are Tailored to the Individual
  • THE ROLE OF 3D PRINTING, IN MANUFACTURING VENTILATOR COMPONENTS
  • THE ROLE OF 3D PRINTING IN MANUFACTURING COMPONENTS OF OTHER MEDICAL DEVICES
  • Face Masks
  • Face Shields
  • Nasal Swabs
  • Other Potential Areas
  • CONCLUSION
  • REFERENCES
  • IoT Innovation in COVID-19 Crisis
  • T. Genish1,* and S. Vijayalakshmi2
  • INTRODUCTION
  • IOT TECHNOLOGY IN COVID-19
  • Perception Layer
  • Network Layer
  • Fog Layer
  • Cloud Layer
  • APPLICATIONS OF IOT-ENABLED DEVICES
  • Wearables
  • Cardiovascular Monitoring
  • Cardiovascular Sleep and Activity
  • Respiration Monitoring
  • Temperature Monitoring
  • ROLE OF DRONES TO COMBAT COVID-19
  • Aerial Spraying and Monitoring of Crowds
  • Cargo Delivery
  • Temperature Scanning
  • Lack of Understanding of the Use Case, Problem, and Scenario where Drones can add More Value During the COVID-19 Pandemic
  • Lack of Support Systems
  • ROBOTIC TECHNOLOGY DURING PANDEMICS

Նմանատիպ նյութեր

Նաև Vijayalakshmi, S.

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