Intelligent Data Analysis for COVID-19 Pandemic

Intelligent Data Analysis for COVID-19 Pandemic

Author: M. Niranjanamurthy

Publisher: Springer Nature

ISBN: 9789811615740

Category: Technology & Engineering

Page: 370

View: 673

This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.
Intelligent Data Analysis for COVID-19 Pandemic
Language: en
Pages: 370
Authors: M. Niranjanamurthy, Siddhartha Bhattacharyya, Neeraj Kumar
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-22 - Publisher: Springer Nature

This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the
Wearable Sensing and Intelligent Data Analysis for Respiratory Management
Language: en
Pages: 382
Authors: Rui Pedro Paiva, Paulo de Carvalho, Vassilis Kilintzis
Categories: Computers
Type: BOOK - Published: 2022-05-21 - Publisher: Academic Press

Wearable Sensing and Intelligent Data Analysis for Respiratory Management highlights the use of wearable sensing and intelligent data analysis algorithms for respiratory function management, offering several potential and substantial clinical benefits. The book allows for the early detection of respiratory exacerbations in patients with chronic respiratory diseases, allowing earlier and,
Data Science for COVID-19
Language: en
Pages: 812
Authors: Utku Kose, Deepak Gupta, Victor Hugo Costa de Albuquerque, Ashish Khanna
Categories: Science
Type: BOOK - Published: 2021-10-22 - Publisher: Academic Press

Data Science for COVID-19, Volume 2: Societal and Medical Perspectives presents the most current and leading-edge research into the applications of a variety of data science techniques for the detection, mitigation, treatment and elimination of the COVID-19 virus. At this point, Cognitive Data Science is the most powerful tool for
Advances in Data Science and Intelligent Data Communication Technologies for COVID-19
Language: en
Pages: 306
Authors: Aboul-Ella Hassanien, Sally M. Elghamrawy, Ivan Zelinka
Categories: Computers
Type: BOOK - Published: 2021-07-23 - Publisher: Springer Nature

This book presents the emerging developments in intelligent computing, machine learning, and data mining. It also provides insights on communications, network technologies, and the Internet of things. It offers various insights on the role of the Internet of things against COVID-19 and its potential applications. It provides the latest cloud
Data Analytics for Pandemics
Language: en
Pages: 88
Authors: Gitanjali Rahul Shinde, Asmita Balasaheb Kalamkar, Parikshit N. Mahalle, Nilanjan Dey
Categories: Computers
Type: BOOK - Published: 2020-08-31 - Publisher: CRC Press

Epidemic trend analysis, timeline progression, prediction, and recommendation are critical for initiating effective public health control strategies, and AI and data analytics play an important role in epidemiology, diagnostic, and clinical fronts. The focus of this book is data analytics for COVID-19, which includes an overview of COVID-19 in terms