Swarm intelligence and machine learning applications in healthcare / editors, Shikha Agarwal, Associate Professor, University Institute of Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India, Manish Gupta, IPS College of Technology and Management, Gwalior, India, Jitendra Agrawal, Associate Professor, School of Information Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India, Dac-Nhuong Le, Associate Professor, Faculty of Information Technology, Haiphong University, Haiphong, Vietnam, Kamlesh Kumar Gupta, Rustamji Institute of Technology, BSF Academy Tekanpur, Gwalior, India.
| Other author | Agarwal, Shikha (Professor of computer science) |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton, FL : CRC Press, 2022. |
| Description | 1 online resource (v, 222 pages) |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Partial contents | An intelligent methodology for COVID-19 RISK prediction using swarm intelligence optimization - a machine learning perspective / V Kakulapati and Sheri Mahender Reddy -- Impact of COVID vaccination on the globe using data analytics / Pawan whig, Arun Velu, Rahul Reddy and Pavika Sharma -- Swarm intelligence and machine learning algorithms for Cancer diagnosis / Pankaj Sharma, Vinay Jain and Mukul Tailang. |
| Abstract | "The purpose of this book is to give a broader view of swarm intelligence and machine learning techniques in the field of healthcare. Moreover, this book would help future research be done in the area of healthcare. It also explores the recent progress in several computing technologies and evaluates the performance based on today's betterment compared to previous development in the technology. This book also helps for diagnosis of various health care diseases in optimized way by applying machine learning techniques along with swarm intelligence techniques. This will improve the efficiency and also reduce the overhead for the detection of health diseases. This book starts with an overview of the swarm intelligence and machine learning techniques in healthcare field. It is also brief about the diagnosis of several diseases such as cancer disease, heart disease, brain tumor, skin cancer, etc. This book would also present the detailed survey and case studies for current trends in the field of healthcare"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher; resource not viewed. |
| Issued in other form | Print version: Swarm intelligence and machine learning Boca Raton, FL : CRC Press, 2022. 9781032145792 |
| Genre/form | Electronic books. |
| LCCN | 2023702006 |
| ISBN | 9781000737660 ebook |
| ISBN | (hbk.) |
| ISBN | (pbk.) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |