Computational Modelling and Imaging for SARS-CoV-2 and COVID-19 1

Kropp & själ

Computational Modelling and Imaging for SARS-CoV-2 and COVID-19

S Prabha • P Karthikeyan • K Kamalanand • N Selvaganesan

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146 sidor
2023

The aim of this book is to present new computational techniques and methodologies for the analysis of the clinical, epidemiological and public health aspects of SARS-CoV-2 and COVID-19 pandemic. The book presents the use of soft computing techniques such as machine learning algorithms for analysis of the epidemiological aspects of the SARS-CoV-2. This book clearly explains novel computational image processing algorithms for the detection of COVID-19 lesions in lung CT and X-ray images. It explores various computational methods for computerized analysis of the SARS-CoV-2 infection including severity assessment. The book provides a detailed description of the algorithms which can potentially aid in mass screening of SARS-CoV-2 infected cases. Finally the book also explains the conventional epidemiological models and machine learning techniques for the prediction of the course of the COVID-19 epidemic. It also provides real life examples through case studies. The book is intended for biomedical engineers, mathematicians, postgraduate students; researchers; medical scientists working on identifying and tracking infectious diseases.

Författare: S Prabha, P Karthikeyan, K Kamalanand, N Selvaganesan
Illustratör: black and white 42 Halftones 10 Tables, black and white 41 Line drawings black and white 83
Format: Pocket/Paperback
ISBN: 9780367696245
Språk: Engelska
Antal sidor: 146
Utgivningsdatum: 2023-09-25
Förlag: CRC Press