Edge Of Things In Personalized Healthcare Support Systems

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Edge-of-Things in Personalized Healthcare Support Systems

Rajeswari Sridhar,G. R. Gangadharan,Michael Sheng,Rajan Shankaran
Edge of Things in Personalized Healthcare Support Systems Book PDF

Author : Rajeswari Sridhar,G. R. Gangadharan,Michael Sheng,Rajan Shankaran
Publisher : Academic Press
Page : 437 pages
File Size : 49,8 Mb
Release : 2022-06-19
Category : Computers
ISBN : 9780323907088

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Edge-of-Things in Personalized Healthcare Support Systems by Rajeswari Sridhar,G. R. Gangadharan,Michael Sheng,Rajan Shankaran Pdf

Edge-of-Things in Personalized Healthcare Support Systems discusses and explores state-of-the-art technology developments in storage and sharing of personal healthcare records in a secure manner that is globally distributed to incorporate best healthcare practices. The book presents research into the identification of specialization and expertise among healthcare professionals, the sharing of records over the cloud, access controls and rights of shared documents, document privacy, as well as edge computing techniques which help to identify causes and develop treatments for human disease. The book aims to advance personal healthcare, medical diagnosis, and treatment by applying IoT, cloud, and edge computing technologies in association with effective data analytics. Provides an in-depth analysis of how to model and design applications for state-of-the-art healthcare systems Discusses and explores the social impact of the intertwined use of emerging IT technologies for healthcare Covers system design and software building principles for healthcare using IoT, cloud, and edge computing technologies with the support of effective and efficient data analytics strategies Explores the latest algorithms using machine and deep learning in the areas of cloud, edge computing, IoT, and healthcare analytics

Intelligent Systems Design and Applications

Ajith Abraham,Sabri Pllana,Gabriella Casalino,Kun Ma,Anu Bajaj
Intelligent Systems Design and Applications Book PDF

Author : Ajith Abraham,Sabri Pllana,Gabriella Casalino,Kun Ma,Anu Bajaj
Publisher : Springer Nature
Page : 602 pages
File Size : 53,9 Mb
Release : 2023-07-04
Category : Technology & Engineering
ISBN : 9783031355011

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Intelligent Systems Design and Applications by Ajith Abraham,Sabri Pllana,Gabriella Casalino,Kun Ma,Anu Bajaj Pdf

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 223 selected papers from the 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers, and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 65 countries, the book offers a valuable reference guide for all researchers, students, and practitioners in the fields of computer science and engineering.

Machine Learning for Edge Computing

Amitoj Singh,Vinay Kukreja,Taghi Javdani Gandomani
Machine Learning for Edge Computing Book PDF

Author : Amitoj Singh,Vinay Kukreja,Taghi Javdani Gandomani
Publisher : CRC Press
Page : 200 pages
File Size : 45,8 Mb
Release : 2022-07-29
Category : Computers
ISBN : 9781000609233

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Machine Learning for Edge Computing by Amitoj Singh,Vinay Kukreja,Taghi Javdani Gandomani Pdf

This book divides edge intelligence into AI for edge (intelligence-enabled edge computing) and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to the key concerns in edge computing through effective AI technologies, and it discusses how to build AI models, i.e., model training and inference, on edge. This book provides insights into this new inter-disciplinary field of edge computing from a broader vision and perspective. The authors discuss machine learning algorithms for edge computing as well as the future needs and potential of the technology. The authors also explain the core concepts, frameworks, patterns, and research roadmap, which offer the necessary background for potential future research programs in edge intelligence. The target audience of this book includes academics, research scholars, industrial experts, scientists, and postgraduate students who are working in the field of Internet of Things (IoT) or edge computing and would like to add machine learning to enhance the capabilities of their work. This book explores the following topics: Edge computing, hardware for edge computing AI, and edge virtualization techniques Edge intelligence and deep learning applications, training, and optimization Machine learning algorithms used for edge computing Reviews AI on IoT Discusses future edge computing needs Amitoj Singh is an Associate Professor at the School of Sciences of Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Punjab, India. Vinay Kukreja is a Professor at the Chitkara Institute of Engineering and Technology, Chitkara University, Punjab, India. Taghi Javdani Gandomani is an Assistant Professor at Shahrekord University, Shahrekord, Iran.

The Digital Twin Paradigm for Smarter Systems and Environments: The Industry Use Cases

Anonim
The Digital Twin Paradigm for Smarter Systems and Environments The Industry Use Cases Book PDF

Author : Anonim
Publisher : Academic Press
Page : 384 pages
File Size : 50,8 Mb
Release : 2020-01-28
Category : Computers
ISBN : 9780128187579

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The Digital Twin Paradigm for Smarter Systems and Environments: The Industry Use Cases by Anonim Pdf

The Digital Twin Paradigm for Smarter Systems and Environments: The Industry Use Cases, Volume 117, the latest volume in the Advances in Computers series, presents detailed coverage of new advancements in computer hardware, software, theory, design and applications. Chapters vividly illustrate how the emerging discipline of digital twin is strategically contributing to various digital transformation initiatives. Specific chapters cover Demystifying the Digital Twin Paradigm, Digital Twin Technology for "Smarter Manufacturing", The Fog Computing/ Edge Computing to leverage Digital Twin, The industry use cases for the Digital Twin idea, Enabling Digital Twin at the Edge, The Industrial Internet of Things (IIOT), and much more. Provides in-depth descriptions of digital transformation technologies and tools Covers various research accomplishments in this flourishing field of relevance Includes many detailed industry use cases with all the right information

Deep Learning in Personalized Healthcare and Decision Support

Harish Garg,Jyotir Moy Chatterjee
Deep Learning in Personalized Healthcare and Decision Support Book PDF

Author : Harish Garg,Jyotir Moy Chatterjee
Publisher : Elsevier
Page : 402 pages
File Size : 54,9 Mb
Release : 2023-07-20
Category : Computers
ISBN : 9780443194146

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Deep Learning in Personalized Healthcare and Decision Support by Harish Garg,Jyotir Moy Chatterjee Pdf

Deep Learning in Personalized Healthcare and Decision Support discusses the potential of deep learning technologies in the healthcare sector. The book covers the application of deep learning tools and techniques in diverse areas of healthcare, such as medical image classification, telemedicine, clinical decision support system, clinical trials, electronic health records, precision medication, Parkinson disease detection, genomics, and drug discovery. In addition, it discusses the use of DL for fraud detection and internet of things. This is a valuable resource for researchers, graduate students and healthcare professionals who are interested in learning more about deep learning applied to the healthcare sector. Although there is an increasing interest by clinicians and healthcare workers, they still lack enough knowledge to efficiently choose and make use of technologies currently available. This book fills that knowledge gap by bringing together experts from technology and clinical fields to cover the topics in depth. Discusses the application of deep learning in several areas of healthcare, including clinical trials, telemedicine and health records management Brings together experts in the intersection of deep learning, medicine, healthcare and programming to cover topics in an interdisciplinary way Uncovers the stakes and possibilities involved in realizing personalized healthcare services through efficient and effective deep learning technologies

Artificial Intelligence for Cloud and Edge Computing

Sanjay Misra,Amit Kumar Tyagi,Vincenzo Piuri,Lalit Garg
Artificial Intelligence for Cloud and Edge Computing Book PDF

Author : Sanjay Misra,Amit Kumar Tyagi,Vincenzo Piuri,Lalit Garg
Publisher : Springer Nature
Page : 358 pages
File Size : 49,8 Mb
Release : 2022-01-13
Category : Computers
ISBN : 9783030808211

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Artificial Intelligence for Cloud and Edge Computing by Sanjay Misra,Amit Kumar Tyagi,Vincenzo Piuri,Lalit Garg Pdf

This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals.

5G IoT and Edge Computing for Smart Healthcare

Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi
5G IoT and Edge Computing for Smart Healthcare Book PDF

Author : Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi
Publisher : Academic Press
Page : 326 pages
File Size : 46,8 Mb
Release : 2022-03-29
Category : Technology & Engineering
ISBN : 9780323906647

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5G IoT and Edge Computing for Smart Healthcare by Akash Kumar Bhoi,Victor Hugo Costa de Albuquerque,Samarendra Nath Sur,Paolo Barsocchi Pdf

5G IoT and Edge Computing for Smart Healthcare addresses the importance of a 5G IoT and Edge-Cognitive-Computing-based system for the successful implementation and realization of a smart-healthcare system. The book provides insights on 5G technologies, along with intelligent processing algorithms/processors that have been adopted for processing the medical data that would assist in addressing the challenges in computer-aided diagnosis and clinical risk analysis on a real-time basis. Each chapter is self-sufficient, solving real-time problems through novel approaches that help the audience acquire the right knowledge. With the progressive development of medical and communication - computer technologies, the healthcare system has seen a tremendous opportunity to support the demand of today's new requirements. Focuses on the advancement of 5G in terms of its security and privacy aspects, which is very important in health care systems Address advancements in signal processing and, more specifically, the cognitive computing algorithm to make the system more real-time Gives insights into various information-processing models and the architecture of layers to realize a 5G based smart health care system

Internet of Things Use Cases for the Healthcare Industry

Pethuru Raj,Jyotir Moy Chatterjee,Abhishek Kumar,B. Balamurugan
Internet of Things Use Cases for the Healthcare Industry Book PDF

Author : Pethuru Raj,Jyotir Moy Chatterjee,Abhishek Kumar,B. Balamurugan
Publisher : Springer Nature
Page : 303 pages
File Size : 44,5 Mb
Release : 2020-03-31
Category : Computers
ISBN : 9783030375263

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Internet of Things Use Cases for the Healthcare Industry by Pethuru Raj,Jyotir Moy Chatterjee,Abhishek Kumar,B. Balamurugan Pdf

This book explores potentially disruptive and transformative healthcare-specific use cases made possible by the latest developments in Internet of Things (IoT) technology and Cyber-Physical Systems (CPS). Healthcare data can be subjected to a range of different investigations in order to extract highly useful and usable intelligence for the automation of traditionally manual tasks. In addition, next-generation healthcare applications can be enhanced by integrating the latest knowledge discovery and dissemination tools. These sophisticated, smart healthcare applications are possible thanks to a growing ecosystem of healthcare sensors and actuators, new ad hoc and application-specific sensor and actuator networks, and advances in data capture, processing, storage, and mining. Such applications also take advantage of state-of-the-art machine and deep learning algorithms, major strides in artificial and ambient intelligence, and rapid improvements in the stability and maturity of mobile, social, and edge computing models.

Advances on Smart and Soft Computing

Faisal Saeed,Tawfik Al-Hadhrami,Fathey Mohammed,Errais Mohammed
Advances on Smart and Soft Computing Book PDF

Author : Faisal Saeed,Tawfik Al-Hadhrami,Fathey Mohammed,Errais Mohammed
Publisher : Springer Nature
Page : 657 pages
File Size : 55,8 Mb
Release : 2020-10-19
Category : Technology & Engineering
ISBN : 9789811560484

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Advances on Smart and Soft Computing by Faisal Saeed,Tawfik Al-Hadhrami,Fathey Mohammed,Errais Mohammed Pdf

This book gathers high-quality papers presented at the First International Conference of Advanced Computing and Informatics (ICACIn 2020), held in Casablanca, Morocco, on April 12–13, 2020. It covers a range of topics, including artificial intelligence technologies and applications, big data analytics, smart computing, smart cities, Internet of things (IoT), data communication, cloud computing, machine learning algorithms, data stream management and analytics, deep learning, data mining applications, information retrieval, cloud computing platforms, parallel processing, natural language processing, predictive analytics, knowledge management approaches, information security, security in IoT, big data and cloud computing, high-performance computing and computational informatics.

Proceedings of Trends in Electronics and Health Informatics

M. Shamim Kaiser,Anirban Bandyopadhyay,Kanad Ray,Raghvendra Singh,Vishal Nagar
Proceedings of Trends in Electronics and Health Informatics Book PDF

Author : M. Shamim Kaiser,Anirban Bandyopadhyay,Kanad Ray,Raghvendra Singh,Vishal Nagar
Publisher : Springer Nature
Page : 666 pages
File Size : 46,7 Mb
Release : 2022-03-21
Category : Technology & Engineering
ISBN : 9789811688263

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Proceedings of Trends in Electronics and Health Informatics by M. Shamim Kaiser,Anirban Bandyopadhyay,Kanad Ray,Raghvendra Singh,Vishal Nagar Pdf

This book includes selected peer-reviewed papers presented at the International Conference on Trends in Electronics and Health Informatics (TEHI 2021), organized by Department of Electronics and Communication Engineering and Department of Computer Science and Engineering, Pranveer Singh Institute of Technology Kanpur, India, during 16–17 December 2021. The book is broadly divided into five sections—artificial intelligence and soft computing, healthcare informatics, Internet of things and data analytics, electronics, and communications.

Intelligent Interactive Multimedia Systems for e-Healthcare Applications

Amit Kumar Tyagi,Ajith Abraham,Arturas Kaklauskas
Intelligent Interactive Multimedia Systems for e Healthcare Applications Book PDF

Author : Amit Kumar Tyagi,Ajith Abraham,Arturas Kaklauskas
Publisher : Springer Nature
Page : 451 pages
File Size : 53,9 Mb
Release : 2021-11-15
Category : Technology & Engineering
ISBN : 9789811665424

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Intelligent Interactive Multimedia Systems for e-Healthcare Applications by Amit Kumar Tyagi,Ajith Abraham,Arturas Kaklauskas Pdf

This book includes high-quality research on various aspects of intelligent interactive multimedia technologies in healthcare services. The topics covered in the book focus on state-of-the-art approaches, methodologies, and systems in the design, development, deployment, and innovative use of multimedia systems, tools, and technologies in healthcare. The volume provides insights into smart healthcare service demands. It presents all information about multimedia uses in e-healthcare applications. The book also includes case studies and self-assessment problems for readers and future researchers. This book proves to be a valuable resource to know how AI can be an alternative tool for automated and intelligent analytics for e-healthcare applications.

Proceedings of Data Analytics and Management

Abhishek Swaroop,Zdzislaw Polkowski,Sérgio Duarte Correia,Bal Virdee
Proceedings of Data Analytics and Management Book PDF

Author : Abhishek Swaroop,Zdzislaw Polkowski,Sérgio Duarte Correia,Bal Virdee
Publisher : Springer Nature
Page : 550 pages
File Size : 44,8 Mb
Release : 2024-01-29
Category : Technology & Engineering
ISBN : 9789819965533

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Proceedings of Data Analytics and Management by Abhishek Swaroop,Zdzislaw Polkowski,Sérgio Duarte Correia,Bal Virdee Pdf

This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2023), held at London Metropolitan University, London, UK, during June 2023. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students. The book is divided into four volumes.

Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem

Alex Khang,Vugar Abdullayev,Olena Hrybiuk,Arvind K. Shukla
Computer Vision and AI Integrated IoT Technologies in the Medical Ecosystem Book PDF

Author : Alex Khang,Vugar Abdullayev,Olena Hrybiuk,Arvind K. Shukla
Publisher : CRC Press
Page : 419 pages
File Size : 50,9 Mb
Release : 2024-03-29
Category : Technology & Engineering
ISBN : 9781003837336

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Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem by Alex Khang,Vugar Abdullayev,Olena Hrybiuk,Arvind K. Shukla Pdf

This book examines computer vision and IoT-integrated technologies used by medical professionals in decision-making, for sustainable development in a healthcare ecosystem, and to better serve patients and stakeholders. It looks at the methodologies, technologies, models, frameworks, and practices necessary to resolve the challenging issues associated with leveraging the emerging technologies driving the medical field. The chapters discuss machine vision, AI-driven computer vision, machine learning, deep learning, AI-integrated IoT technology, data science, blockchain, AR/VR technology, cloud data, and cybersecurity techniques in designing and implementing a smart healthcare infrastructure in the era of the Industrial Revolution 4.0. Techniques are applied to the detection, diagnosis, and monitoring of a wide range of health issues. Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem targets a mixed audience of students, engineers, researchers, academics, and professionals who are researching and working in the field of medical and healthcare industries from different environments and countries.

Advances in Automation, Signal Processing, Instrumentation, and Control

Venkata Lakshmi Narayana Komanapalli,N. Sivakumaran,Santoshkumar Hampannavar
Advances in Automation Signal Processing Instrumentation and Control Book PDF

Author : Venkata Lakshmi Narayana Komanapalli,N. Sivakumaran,Santoshkumar Hampannavar
Publisher : Springer Nature
Page : 3212 pages
File Size : 42,9 Mb
Release : 2021-03-04
Category : Technology & Engineering
ISBN : 9789811582219

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Advances in Automation, Signal Processing, Instrumentation, and Control by Venkata Lakshmi Narayana Komanapalli,N. Sivakumaran,Santoshkumar Hampannavar Pdf

This book presents the select proceedings of the International Conference on Automation, Signal Processing, Instrumentation and Control (i-CASIC) 2020. The book mainly focuses on emerging technologies in electrical systems, IoT-based instrumentation, advanced industrial automation, and advanced image and signal processing. It also includes studies on the analysis, design and implementation of instrumentation systems, and high-accuracy and energy-efficient controllers. The contents of this book will be useful for beginners, researchers as well as professionals interested in instrumentation and control, and other allied fields.

Artificial Intelligence to Solve Pervasive Internet of Things Issues

Gurjit Kaur,Pradeep Tomar,Marcus Tanque
Artificial Intelligence to Solve Pervasive Internet of Things Issues Book PDF

Author : Gurjit Kaur,Pradeep Tomar,Marcus Tanque
Publisher : Academic Press
Page : 430 pages
File Size : 53,9 Mb
Release : 2020-11-18
Category : Science
ISBN : 9780128196984

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Artificial Intelligence to Solve Pervasive Internet of Things Issues by Gurjit Kaur,Pradeep Tomar,Marcus Tanque Pdf

Artificial Intelligence to Solve Pervasive Internet of Things Issues discusses standards and technologies and wide-ranging technology areas and their applications and challenges, including discussions on architectures, frameworks, applications, best practices, methods and techniques required for integrating AI to resolve IoT issues. Chapters also provide step-by-step measures, practices and solutions to tackle vital decision-making and practical issues affecting IoT technology, including autonomous devices and computerized systems. Such issues range from adopting, mitigating, maintaining, modernizing and protecting AI and IoT infrastructure components such as scalability, sustainability, latency, system decentralization and maintainability. The book enables readers to explore, discover and implement new solutions for integrating AI to solve IoT issues. Resolving these issues will help readers address many real-world applications in areas such as scientific research, healthcare, defense, aeronautics, engineering, social media, and many others. Discusses intelligent techniques for the implementation of Artificial Intelligence in Internet of Things Prepared for researchers and specialists who are interested in the use and integration of IoT and Artificial Intelligence technologies