Reconnoitering the Landscape of Edge Intelligence in Healthcare

Reconnoitering the Landscape of Edge Intelligence in Healthcare
Author :
Publisher : CRC Press
Total Pages : 292
Release :
ISBN-10 : 9781000894936
ISBN-13 : 1000894932
Rating : 4/5 (36 Downloads)

Book Synopsis Reconnoitering the Landscape of Edge Intelligence in Healthcare by : Suneeta Satpathy

Download or read book Reconnoitering the Landscape of Edge Intelligence in Healthcare written by Suneeta Satpathy and published by CRC Press. This book was released on 2024-04-23 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: The revolution in healthcare as well as demand for efficient real-time healthcare services are driving the progression of edge computing, AI-mediated techniques, deep learning, and IoT applications for healthcare industries and cloud computing. Edge computing helps to meet the demand for newer and more sophisticated healthcare systems that are more personalized and that match the speed of modern life. With applications of edge computing, automated intelligence and intuitions are incorporated into existing healthcare analysis tools for identifying, forecasting, and preventing high-risk diseases. Reconnoitering the Landscape of Edge Intelligence in Healthcare provides comprehensive research on edge intelligence technology with the emphasis on application in the healthcare industry. It covers all the various areas of edge intelligence for data analysis in healthcare, looking at the emerging technologies such as AI-based techniques, machine learning, IoT, cloud computing, and deep learning with illustrations of the design, implementation, and management of smart and intelligent healthcare systems. Chapters showcase the advantages and highlights of the adoption of the intelligent edge models toward smart healthcare infrastructure. The book also addresses the increased need for a high level of medical data security while transferring real-time data to cloud-based architecture, a matter of prime concern for both patient and doctor. Topics include edge intelligence for wearable sensor technologies and their applications for health monitoring, the various edge computing techniques for disease prediction, e-health services and e-security solutions through IoT devices that aim to improve the quality of care for transgender patients, smart technology in ambient assisted living, the role of edge intelligence in limiting virus spread during pandemics, neuroscience in decoding and analysis of visual perception from the neural patterns and visual image reconstruction, and more. The technology addressed include energy aware cross-layer routing protocol (ECRP), OMKELM-IDS technique, graphical user interface (GUI), IOST (an ultra-fast, decentralized blockchain platform), etc. This volume will be helpful to engineering students, research scholars, and manufacturing industry professionals in the fields of engineering applications initiatives on AI, machine learning, and deep learning techniques for edge computing.


Reconnoitering the Landscape of Edge Intelligence in Healthcare Related Books

Reconnoitering the Landscape of Edge Intelligence in Healthcare
Language: en
Pages: 292
Authors: Suneeta Satpathy
Categories: Computers
Type: BOOK - Published: 2024-04-23 - Publisher: CRC Press

DOWNLOAD EBOOK

The revolution in healthcare as well as demand for efficient real-time healthcare services are driving the progression of edge computing, AI-mediated techniques
Big Data and Blockchain Technology for Secure IoT Applications
Language: en
Pages: 215
Authors: Shitharth Selvarajan
Categories: Computers
Type: BOOK - Published: 2024-12-17 - Publisher: CRC Press

DOWNLOAD EBOOK

Big Data and Blockchain Technology for Secure IoT Applications presents a comprehensive exploration of the intersection between two transformative technologies:
Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications
Language: en
Pages: 998
Authors: Vinit Kumar Gunjan
Categories: Technology & Engineering
Type: BOOK - Published: 2020-10-17 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICM
Machine Learning Approach for Cloud Data Analytics in IoT
Language: en
Pages: 528
Authors: Sachi Nandan Mohanty
Categories: Computers
Type: BOOK - Published: 2021-07-14 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Machine Learning Approach for Cloud Data Analytics in IoT The book covers the multidimensional perspective of machine learning through the perspective of cloud
Nothing Happened
Language: en
Pages: 281
Authors: Susan A. Crane
Categories: History
Type: BOOK - Published: 2021-01-19 - Publisher: Stanford University Press

DOWNLOAD EBOOK

The past is what happened. History is what we remember and write about that past, the narratives we craft to make sense out of our memories and their sources. B