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COVID-19: Prediction, Decision-Making, and its Impacts

Paperback Engels 2020 9789811596810
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

The book aims to outline the issues of AI and COVID-19, involving predictions,medical support decision-making, and possible impact on human life. Starting withmajor COVID-19 issues and challenges, it takes possible AI-based solutions forseveral problems, such as public health surveillance, early (epidemic) prediction,COVID-19 positive case detection, and robotics integration against COVID-19.Beside mathematical modeling, it includes the necessity of changes in innovationsand possible COVID-19 impacts. The book covers a clear understanding of AI-driven tools and techniques, where pattern recognition, anomaly detection, machinelearning, and data analytics are considered. It aims to include the wide range ofaudiences from computer science and engineering to healthcare professionals.

Specificaties

ISBN13:9789811596810
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Singapore

Lezersrecensies

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Inhoudsopgave

<p>AI Joins the Fight Against COVID-19.- AI for COVID-19: Conduits for Public Health Surveillance.- A Pre-screening Approach for COVID 19 Testing based on Belief Rule-Based Expert System.- Local Analytical System for Early Epidemic Detection.- Implementing early detection system for Covid-19 using anomaly detection.- Covid-19 classification based on Gray-Level Co-Occurrence Matrix and Support Vector Machine.- Rough sets in COVID-19 to Predict Symptomatic Cases.- COVID-19 Detection via Wavelet Entropy and Biogeography-based Optimization.- Machine Learning in Fighting Pandemics: A COVID-19 Case Study.- Robotics in Healthcare Against COVID-19.- COVID-19: A necessity for changes and innovations.- Prediction to Service Delivery: AI in Action.- COVID-19 impacts construction industry: then, now, and future.- COVID-19 on Air Quality Index (AQI): A necessary evil?.</p>

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        COVID-19: Prediction, Decision-Making, and its Impacts