Téléchargez le livre : Computerized Systems for Diagnosis and Treatment of COVID-19

Computerized Systems for Diagnosis and Treatment of COVID-19



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Springer


Paru le : 2023-06-26



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Description

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 virusinfection 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.
Pages
209 pages
Collection
n.c
Parution
2023-06-26
Marque
Springer
EAN papier
9783031307874
EAN PDF
9783031307881
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
20
Taille du fichier
5069 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
179,34 €
EAN EPUB
9783031307881
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
20
Taille du fichier
23624 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
179,34 €

Prof. Joao Alexandre Lobo Marques is the Head of Department / Research Coordinator / Associate Professor at the University of Saint Joseph - USJ, Macau SAR, China (2017-). Co-founder Institute of Data Engineering and Sciences (IDEAS)/USJ – 2021. Founder of the Laboratory of Applied Neurosciences/USJ – 2019. Adjunct Professor – Post Graduate Program of Telecommunications Engineering – IFCE – Brazil. Visiting Associate Professor at the Chinese Academy of Sciences (CAS) - Shenzhen Institutes of Advanced Technologies (SIAT) (2018-). Post Doctorate and Honorary Research Fellow from the University of Leicester-UK. Member of the Board of Advisors - Master in Global Marketing Management - Boston University Metropolitan College (BU-MET) – USA. Solid international career with academic positions and relevant research developed in Asia (China), Europe (England, Germany and Portugal), Africa (Angola) and America (United States and Brazil). Strong leadership and team development skills in severalinternational research projects. Research Areas: Artificial Intelligence, Medical Image Processing, Machine Learning, Applied Neurosciences, Deep Learning, Neuroeconomics, Biofeedback, Mathematical Transforms, Business Analytics, Nonlinear Analysis.

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