Name: Computerized Systems for Diagnosis and Treatment of Covid-19
Price: 5867.00 TWD
Availability: InStock
Author: Lobo Marques, Joao Alexandre ; Fong, Simon James
ISBN: 9783031307874

portada Computerized Systems for Diagnosis and Treatment of Covid-19

Computerized Systems for Diagnosis and Treatment of Covid-19

Type

Physical Book

Publisher

Springer

Author

Lobo Marques, Joao Alexandre ; Fong, Simon James

Language

English

Pages

209

Format

Hardcover

Dimensions

23.4 x 15.8 x 1.4 cm

Weight

0.32 kg.

ISBN13

9783031307874

Synopsis "Computerized Systems for Diagnosis and Treatment of Covid-19"

This book describes the application of signal and image processing technologies, artificial intelligence, and machine learning techniques to support Covid-19 diagnosis and treatment. The book focuses on two main applications: critical diagnosis requiring high precision and speed, and treatment of symptoms, including those affecting the cardiovascular and neurological systems.The areas discussed in this book range from signal processing, time series analysis, and image segmentation to detection and classification. Technical approaches include deep learning, transfer learning, transformers, AutoML, and other machine learning techniques that can be considered not only for Covid-19 issues but also for different medical applications, with slight adjustments to the problem under study.The Covid-19 pandemic has impacted the entire world and changed how societies and individuals interact. Due to the high infection and mortality rates, and the multiple consequences of the virus infection in the human body, the challenges were vast and enormous. These necessitated the integration of different disciplines to address the problems. As a global response, researchers across academia and industry made several developments to provide computational solutions to support epidemiologic, managerial, and health/medical decisions. To that end, this book provides state-of-the-art information on the most advanced solutions.

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Computerized Systems for Diagnosis and Treatment of Covid-19 - Lobo Marques, Joao Alexandre ; Fong, Simon James

Synopsis "Computerized Systems for Diagnosis and Treatment of Covid-19"

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