System Design for Epidemics Using Machine Learning and Deep Learning

£159.50

System Design for Epidemics Using Machine Learning and Deep Learning

Communications engineering / telecommunications Computer applications in industry and technology Artificial intelligence Machine learning

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Collection: Signals and Communication Technology

Language: English

Published by: Springer

Published on: 1st February 2023

Format: LCP-protected ePub

ISBN: 9783031197529


Overview

This book explores the benefits of deploying Machine Learning (ML) and Artificial Intelligence (AI) in the health care environment. The authors study different research directions that are working to serve challenges faced in building strong healthcare infrastructure with respect to the pandemic crisis.

Challenges and Lessons

The authors take note of obstacles faced in the rush to develop and alter technologies during the Covid crisis. They study what can be learned from them and what can be leveraged efficiently.

Applications and Topics

The authors aim to show how healthcare providers can use technology to exploit advances in machine learning and deep learning in their own applications. Topics include remote patient monitoring, data analysis of human behavioral patterns, and machine learning for decision making in real-time.

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