Computational Modelling and Imaging for Sars-Cov-2 and Covid-19
暫譯: SARS-CoV-2 與 COVID-19 的計算模型與影像學
Prabha, S., Karthikeyan, P., Kamalanand, K.
- 出版商: CRC
- 出版日期: 2021-09-03
- 售價: $4,110
- 貴賓價: 9.5 折 $3,905
- 語言: 英文
- 頁數: 146
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367695294
- ISBN-13: 9780367695293
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
本書的目的是介紹針對SARS-CoV-2及COVID-19疫情的臨床、流行病學和公共衛生方面的新計算技術和方法論。本書展示了使用軟計算技術，例如機器學習演算法，來分析SARS-CoV-2的流行病學方面。本書清楚地解釋了新穎的計算影像處理演算法，用於檢測肺部CT和X光影像中的COVID-19病變。它探討了各種計算方法，用於SARS-CoV-2感染的電腦化分析，包括嚴重程度評估。本書詳細描述了可能有助於大規模篩檢SARS-CoV-2感染病例的演算法。最後，本書還解釋了傳統的流行病學模型和機器學習技術，用於預測COVID-19疫情的發展過程。它還通過案例研究提供了現實生活中的例子。本書適合生物醫學工程師、數學家、研究生、研究人員以及從事傳染病識別和追蹤的醫學科學家。
作者簡介
Dr. S. Prabha is an Associate Professor at the Department of Electronics and Communication Engineering, Hindustan Institute of Technology and Science, Chennai, India.
Dr. P. Karthikeyan is an Assistant Professor in the Department of Production Technology, Madras Institute of Technology, Anna University, India.
Dr. K. Kamalanand is an Assistant Professor at the Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, India.
Dr. N. Selvaganesan is Professor of Department of Avionics in IIST-Trivandrum.
作者簡介(中文翻譯)
Dr. S. Prabha 是印度金奈Hindustan Institute of Technology and Science電子與通信工程系的副教授。
Dr. P. Karthikeyan 是印度安娜大學Madras Institute of Technology生產技術系的助理教授。
Dr. K. Kamalanand 是印度金奈安娜大學Madras Institute of Technology校區儀器工程系的助理教授。
Dr. N. Selvaganesan 是IIST-Trivandrum航空電子系的教授。
