bokomslag Computational Modelling and Imaging for SARS-CoV-2 and COVID-19
Data & IT

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

S Prabha P Karthikeyan K Kamalanand N Selvaganesan

Inbunden

1729:-

Funktionen begränsas av dina webbläsarinställningar (t.ex. privat läge).

Uppskattad leveranstid 7-12 arbetsdagar

Fri frakt för medlemmar vid köp för minst 249:-

Andra format:

  • 146 sidor
  • 2021
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 10 Tables 41 Line drawings, black and white 42 Halftones black and white 83
  • Format: Inbunden
  • ISBN: 9780367695293
  • Språk: Engelska
  • Antal sidor: 146
  • Utgivningsdatum: 2021-09-03
  • Förlag: CRC Press