IoT-based data analytics for the healthcare industry techniques and applications / edited by Sanjay Kumar Singh, Ravi Shankar Singh, Anil Kumar Pandey, Sandeep S. Udmale, Ankit Chaudhary.
| Format | Electronic |
| Publication Info | Amsterdam : Academic Press, 2021. |
| Description | xx, 320 pages : illustrations (some color) ; 24 cm. |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Supplemental Content | Full text available from eBook - Engineering 2021 [EBCE21] |
| Subjects |
| Other author/creator | Singh, S. K. (Sanjay Kumar) |
| Other author/creator | Singh, Ravi Shankar. |
| Other author/creator | Pandey, Anil Kumar. |
| Other author/creator | Udmale, Sandeep S. |
| Other author/creator | Chaudhary, Ankit. |
| Series | Intelligent data centric systems Intelligent data centric systems. ^A1334749 |
| Abstract | IoT Based Data Analytics for the Healthcare Industry: Techniques and Applications explores recent advances in the analysis of healthcare industry data through IoT data analytics. The book covers the analysis of ubiquitous data generated by the healthcare industry, from a wide range of sources, including patients, doctors, hospitals, and health insurance companies. The book provides AI solutions and support for healthcare industry end-users who need to analyze and manipulate this vast amount of data. These solutions feature deep learning and a wide range of intelligent methods, including simulated annealing, tabu search, genetic algorithm, ant colony optimization, and particle swarm optimization. The book also explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages, challenges and issues in data collection, data handling, and data collection set-up. Healthcare industry data or streaming data generated by ubiquitous sensors cocooned into the IoT requires advanced analytics to transform data into information. With advances in computing power, communications, and techniques for data acquisition, the need for advanced data analytics is in high demand. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Issued in other form | ebook version : 9780128214763 |
| Genre/form | Electronic books. |
| LCCN | 2020940966 |
| ISBN | 9780128214725 paperback |
| ISBN | 0128214724 paperback |
| ISBN | electronic publication |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |