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

Contributor(s): Rani Panigrahi, Chhabi [editor.] | Pati, Bibudhendu [editor.] | Rath, Mamata [editor.] | Buyya, Rajkumar, 1970- [editor.]Material type: TextTextPublisher: Boca Raton : CRC Press, Taylor & Francis Group, 2021Edition: First editionDescription: 1 online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9781003137481; 1003137482; 9781000385007; 1000385000; 9781000384970; 1000384977Subject(s): COVID-19 (Disease) -- Research | MEDICAL / Public Health | MEDICAL / BiotechnologyDDC classification: 616.2/4140072 LOC classification: RA644.C67Online resources: Taylor & Francis | OCLC metadata license agreement
Contents:
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.
Summary: "This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as AI and ML techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health"-- Provided by publisher.
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"This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as AI and ML techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health"-- Provided by publisher.

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.

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