Intelligent Systems and Methods to Combat Covid-19

Intelligent Systems and Methods to Combat Covid-19

AngličtinaEbook
Springer Nature Singapore
EAN: 9789811565724
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Podrobné informace

This book discusses intelligent systems and methods to prevent further spread of COVID-19, including artificial intelligence, machine learning, computer vision, signal processing, pattern recognition, and robotics. It not only explores detection/screening of COVID-19 positive cases using one type of data, such as radiological imaging data, but also examines how data analytics-based tools can help predict/project future pandemics. In addition, it highlights various challenges and opportunities, like social distancing, and addresses issues such as data collection, privacy, and security, which affect the robustness of AI-driven tools. Also investigating data-analytics-based tools for projections using time series data, pattern analysis tools for unusual pattern discovery (anomaly detection) in image data, as well as AI-enabled robotics and its possible uses, the book will appeal to a broad readership, including academics, researchers and industry professionals.
EAN 9789811565724
ISBN 9811565724
Typ produktu Ebook
Vydavatel Springer Nature Singapore
Datum vydání 26. srpna 2020
Jazyk English
Země Singapore
Editoři Dey, Nilanjan; Joshi, Amit; Santosh, K. C.
Série SpringerBriefs in Applied Sciences and Technology