03628nam a22005655i 4500 978-981-97-5624-7 DE-He213 20251030113114.0 cr nn 008mamaa 240828s2024 si | s |||| 0|eng d 9789819756247 978-981-97-5624-7 10.1007/978-981-97-5624-7 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema IoT and ML for Information Management: A Smart Healthcare Perspective [electronic resource] / edited by Suyel Namasudra. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XII, 355 p. 95 illus., 79 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Computational Intelligence, 1860-9503 ; 1169 Introduction to Internet of Things -- Introduction to Machine Learning -- IoT and Machine Learning in Smart Healthcare -- Security, Privacy, and Trust Management of IoT and Machine Learning-based Smart Healthcare System -- Machine Learning for Smart Healthcare Management Using IoT -- e-Healthcare Data Management Using Machine Learning and IoT -- Machine Learning and IoT in Precision Healthcare -- Machine Learning and IoT in Health 4.0 -- Smart Healthcare System by Using IoT and Machine Learning -- Predicting and Diagnosis of COVID-19 based on IoT and Machine Learning Algorithm -- Novel Scheme for Managing e-Healthcare Data Using IoT and Cloud Computing -- Lightweight Machine Learning-based Authentication Model for Smart Healthcare System -- Research Challenges and Future Work Directions inSmart Healthcare using IoT and Machine Learning. This book discusses the roles of the Internet of Things (IoT) and machine learning (ML) in smart health care, including the integration of cloud computing with IoT and ML for managing healthcare data. It presents the fundamentals and many applications of IoT and ML in different areas of smart health care. It deliberates upon security and privacy issues, including trust concerns about smart healthcare systems based on IoT and ML algorithms. This book is concluded by discussing challenges and future work directions in smart health care using IoT and ML, and it serves as a reference resource for researchers and practitioners in academia and industry. Computational intelligence. 64052 Machine learning. 55059 Medical informatics. 60693 Internet of things. 58845 Computational Intelligence. 64052 Machine Learning. 55059 Health Informatics. Internet of Things. 58845 Namasudra, Suyel. editor. edt http://id.loc.gov/vocabulary/relators/edt 67077 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819756230 Printed edition: 9789819756254 Printed edition: 9789819756261 Studies in Computational Intelligence, 1860-9503 ; 1169 68854 https://doi.org/10.1007/978-981-97-5624-7 ZDB-2-INR ZDB-2-SXIT 63827 63827