Computational modeling and data analysis in COVID-19 research / edited by Chhabi Rani Panigrahi, Bibudhendu Pati, Mamata Rath and Rajkumar Buyya

Machine learning implementations in COVID-19 / Kabita Kumari, S.K. Pahuja, and Sanjeev Kumar -- Analysis of COVID-19 data using consensus clustering technique / Arko Banerjee, Sunandana Mukherjee, Chhabi Rani Panigrahi, Bibudhendu Pati, and Rajib Mall -- MoBMGAN : modified GAN-based transfer learning for automatic detection of COVID-19 cases using chest X-ray images / Rajashree Nayak and Bunil Ku. Balabantaray -- Application and progress of drone technology in the COVID-19 pandemic : a comprehensive review / Vasundhara Saraf, Lipsita Senapati, and Tripti Swarnkar -- Smart war on COVID-19 and global pandemics : integrated AI and blockchain ecosystem / Anil D Pathak, Debasis Saran, Sibani Mishra, Madapathi Hitesh, Sivaiah Bathula, and Kisor K Sahu -- Machine learning based text mining in social media for COVID-19 / Tajinder Singh and Madhu Kumari -- Containing the spread of COVID-19 with IoT : a visual tracing approach / Pallav Kumar Deb , Sudip Misra, Anandarup Mukherjee, and Aritra Bandopadhyay -- Crowd-sourced centralized thermal imaging for isolation and quarantine / Sudershan Kumar, Prabuddha Sinha, and Sujata Pal -- Block chain technology for limiting the impact of pandemic : challenges and prospects / Suchismita Swain, Oyekola Peter, Ramasamy Adimuthu, and Kamalakanta Muduli -- A study on mathematical and computational models in the context of COVID-19 / Meera Joshi -- A detailed study on AI-based diagnosis of novel coronavirus from radiograph images / Malaya Kumar Nath and Aniruddha Kanhe -- Data analytics for COVID-19 / Shreyas Mishra..

Medienart:

E-Book

Erscheinungsjahr:

2021

Erschienen:

Boca Raton: CRC Press, Taylor & Francis Group, ; 2021

Ausgabe:

First edition.

Sprache:

Englisch

Beteiligte Personen:

Rani Panigrahi, Chhabi [HerausgeberIn]
Pati, Bibudhendu [HerausgeberIn]
Rath, Mamata [HerausgeberIn]
Buyya, Rajkumar, 1970- [HerausgeberIn]

Links:

www.taylorfrancis.com [lizenzpflichtig]

ISBN:

978-1-003-13748-1

1-003-13748-2

978-1-000-38500-7

1-000-38500-0

978-1-000-38497-0

1-000-38497-7

Themen:

Biological models
COVID-19 (Disease)
Computer Simulation
Coronavirus Infections
Coronavirus infections
Data Analysis
Electronic books
MEDICAL / Biotechnology
MEDICAL / Public Health
Models, Biological
Research Design
SARS (Disease)
Severe Acute Respiratory Syndrome

Umfang:

1 online resource

Förderinstitution / Projekttitel:

PPN (Katalog-ID):

1765053250