Advances In Computational Intelligence For The Healthcare Industry 4 0

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Advances in Computational Intelligence for the Healthcare Industry 4.0

Shah, Imdad Ali,Sial, Quratulain
Advances in Computational Intelligence for the Healthcare Industry 4 0 Book PDF

Author : Shah, Imdad Ali,Sial, Quratulain
Publisher : IGI Global
Page : 389 pages
File Size : 49,9 Mb
Release : 2024-04-26
Category : Medical
ISBN : 9798369323342

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Advances in Computational Intelligence for the Healthcare Industry 4.0 by Shah, Imdad Ali,Sial, Quratulain Pdf

In the dynamic environment of healthcare, the fusion of Computational Intelligence and Healthcare Industry 4.0 has enabled remarkable advancements in disease detection and analysis. However, a critical challenge persists – the limitations of current computational intelligence approaches in dealing with small sample sizes. This setback hampers the performance of these innovative models, hindering their potential impact on medical applications. As we stand at the crossroads of technological innovation and healthcare evolution, the need for a solution becomes paramount. Advances in Computational Intelligence for the Healthcare Industry 4.0 is a comprehensive guide addressing the very heart of this challenge. Designed for academics, researchers, healthcare professionals, and stakeholders in Healthcare Industry 4.0, this book serves as a source of innovation. It not only illuminates the complexities of computational intelligence in healthcare but also provides a roadmap for overcoming the limitations posed by small sample sizes. From fundamental principles to innovative concepts, this book offers a holistic perspective, shaping the future of healthcare through the lens of computational intelligence and Healthcare Industry 4.0.

Computational Intelligence in Healthcare 4

Isabelle Bichindaritz,Sachin Vaidya,Ashlesha Jain
Computational Intelligence in Healthcare 4 Book PDF

Author : Isabelle Bichindaritz,Sachin Vaidya,Ashlesha Jain
Publisher : Springer
Page : 464 pages
File Size : 54,5 Mb
Release : 2010-10-05
Category : Technology & Engineering
ISBN : 9783642144646

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Computational Intelligence in Healthcare 4 by Isabelle Bichindaritz,Sachin Vaidya,Ashlesha Jain Pdf

Computational Intelligence is comparatively a new field but it has made a tremendous progress in virtually every discipline right from engineering, science, business, m- agement, aviation to healthcare. Computational intelligence already has a solid track-record of applications to healthcare, of which this book is a continuation. We would like to refer the reader to the excellent previous volumes in this series on computational intelligence in heal- care [1-3]. This book is aimed at providing the most recent advances and state of the art in the practical applications of computational intelligence paradigms in healthcare. It - cludes nineteen chapters on using various computational intelligence methods in healthcare such as intelligent agents and case-based reasoning. A number of fielded applications and case studies are presented. Highlighted are in particular novel c- putational approaches to the semantic management of health information such as in the Web 2.0, mobile agents such as in portable devices, learning agents capable of adapting to diverse clinical settings through case-based reasoning, and statistical - proaches in computational intelligence. This book is targeted towards scientists, application engineers, professors, health professionals, professors, and students. Background information on computational intelligence has been provided whenever necessary to facilitate the comprehension of a broad audience including healthcare practitioners.

Computational Intelligence in Healthcare

Amit Kumar Manocha,Shruti Jain,Mandeep Singh,Sudip Paul
Computational Intelligence in Healthcare Book PDF

Author : Amit Kumar Manocha,Shruti Jain,Mandeep Singh,Sudip Paul
Publisher : Springer Nature
Page : 418 pages
File Size : 45,9 Mb
Release : 2021-05-11
Category : Medical
ISBN : 9783030687236

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Computational Intelligence in Healthcare by Amit Kumar Manocha,Shruti Jain,Mandeep Singh,Sudip Paul Pdf

Artificial intelligent systems, which offer great improvement in healthcare sector assisted by machine learning, wireless communications, data analytics, cognitive computing, and mobile computing provide more intelligent and convenient solutions and services. With the help of the advanced techniques, now a days it is possible to understand human body and to handle & process the health data anytime and anywhere. It is a smart healthcare system which includes patient, hospital management, doctors, monitoring, diagnosis, decision making modules, disease prevention to meet the challenges and problems arises in healthcare industry. Furthermore, the advanced healthcare systems need to upgrade with new capabilities to provide human with more intelligent and professional healthcare services to further improve the quality of service and user experience. To explore recent advances and disseminate state-of-the-art techniques related to intelligent healthcare services and applications. This edited book involved in designing systems that will permit the societal acceptance of ambient intelligence including signal processing, imaging, computing, instrumentation, artificial intelligence, internet of health things, data analytics, disease detection, telemedicine, and their applications. As the book includes recent trends in research issues and applications, the contents will be beneficial to Professors, researchers, and engineers. This book will provide support and aid to the researchers involved in designing latest advancements in communication and intelligent systems that will permit the societal acceptance of ambient intelligence. This book presents the latest research being conducted on diverse topics in intelligence technologies with the goal of advancing knowledge and applications healthcare sector and to present the latest snapshot of the ongoing research as well as to shed further light on future directions in this space. The aim of publishing the book is to serve for educators, researchers, and developers working in recent advances and upcoming technologies utilizing computational sciences.

Healthcare Industry 4.0

P. Karthikeyan,Polinpapilinho F. Katina,R. Rajagopal
Healthcare Industry 4 0 Book PDF

Author : P. Karthikeyan,Polinpapilinho F. Katina,R. Rajagopal
Publisher : CRC Press
Page : 0 pages
File Size : 42,7 Mb
Release : 2023-08
Category : Electronic
ISBN : 1032385154

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Healthcare Industry 4.0 by P. Karthikeyan,Polinpapilinho F. Katina,R. Rajagopal Pdf

This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring. Features: Provides a state-of-the-art computer vision application in the digital health care industry Reviews advances in computer vision and data science technologies for analyzing information on human function and disability Includes practical implementation of computer vision application using recent tools and software Explores computer vision-enabled medical/clinical data security in the cloud Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and Google This book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering.

Advanced Computational Intelligence in Healthcare-7

Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain
Advanced Computational Intelligence in Healthcare 7 Book PDF

Author : Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain
Publisher : Springer Nature
Page : 169 pages
File Size : 46,9 Mb
Release : 2020-03-23
Category : Technology & Engineering
ISBN : 9783662611142

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Advanced Computational Intelligence in Healthcare-7 by Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain Pdf

This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.

Industry 4.0 and Healthcare

Ashish Mishra,Jerry Chun-Wei Lin
Industry 4 0 and Healthcare Book PDF

Author : Ashish Mishra,Jerry Chun-Wei Lin
Publisher : Springer Nature
Page : 253 pages
File Size : 50,5 Mb
Release : 2024-01-02
Category : Technology & Engineering
ISBN : 9789819919499

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Industry 4.0 and Healthcare by Ashish Mishra,Jerry Chun-Wei Lin Pdf

This book presents different stages of Industrial Revolution in artificial intelligence and its impact on industry 4.0 and Healthcare. It contains chapters prepared for the industrial landscape which is being transformed to the fourth stage with the rise of autonomous robots, contemporary automation, cyber-physical systems, the Internet of things, and the Internet of services for examining the circumstances of health care system for the future. It highlights the emerging trends in integration of different intelligent manufacturing systems and advanced information technologies. Additionally, understanding of the real-world issues using artificial intelligence and the solutions discussed in this book help the enormous numbers of techniques which can be applied for effective diagnosis and predicting diseases from health care data.

Applied Smart Health Care Informatics

Sourav De,Rik Das,Siddhartha Bhattacharyya,Ujjwal Maulik
Applied Smart Health Care Informatics Book PDF

Author : Sourav De,Rik Das,Siddhartha Bhattacharyya,Ujjwal Maulik
Publisher : John Wiley & Sons
Page : 228 pages
File Size : 55,9 Mb
Release : 2022-02-23
Category : Technology & Engineering
ISBN : 9781119742982

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Applied Smart Health Care Informatics by Sourav De,Rik Das,Siddhartha Bhattacharyya,Ujjwal Maulik Pdf

Applied Smart Health Care Informatics Explores how intelligent systems offer new opportunities for optimizing the acquisition, storage, retrieval, and use of information in healthcare Applied Smart Health Care Informatics explores how health information technology and intelligent systems can be integrated and deployed to enhance healthcare management. Edited and authored by leading experts in the field, this timely volume introduces modern approaches for managing existing data in the healthcare sector by utilizing artificial intelligence (AI), meta-heuristic algorithms, deep learning, the Internet of Things (IoT), and other smart technologies. Detailed chapters review advances in areas including machine learning, computer vision, and soft computing techniques, and discuss various applications of healthcare management systems such as medical imaging, electronic medical records (EMR), and drug development assistance. Throughout the text, the authors propose new research directions and highlight the smart technologies that are central to establishing proactive health management, supporting enhanced coordination of care, and improving the overall quality of healthcare services. Provides an overview of different deep learning applications for intelligent healthcare informatics management Describes novel methodologies and emerging trends in artificial intelligence and computational intelligence and their relevance to health information engineering and management Proposes IoT solutions that disseminate essential medical information for intelligent healthcare management Discusses mobile-based healthcare management, content-based image retrieval, and computer-aided diagnosis using machine and deep learning techniques Examines the use of exploratory data analysis in intelligent healthcare informatics systems Applied Smart Health Care Informatics: A Computational Intelligence Perspective is an invaluable text for graduate students, postdoctoral researchers, academic lecturers, and industry professionals working in the area of healthcare and intelligent soft computing.

Computational Intelligence and Healthcare Informatics

Om Prakash Jena,Alok Ranjan Tripathy,Ahmed A. Elngar,Zdzislaw Polkowski
Computational Intelligence and Healthcare Informatics Book PDF

Author : Om Prakash Jena,Alok Ranjan Tripathy,Ahmed A. Elngar,Zdzislaw Polkowski
Publisher : John Wiley & Sons
Page : 434 pages
File Size : 49,9 Mb
Release : 2021-10-19
Category : Computers
ISBN : 9781119818687

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Computational Intelligence and Healthcare Informatics by Om Prakash Jena,Alok Ranjan Tripathy,Ahmed A. Elngar,Zdzislaw Polkowski Pdf

COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis. Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis. Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system.

Advanced Computational Intelligence Paradigms in Healthcare - 1

Hiroyuki Yoshida,Ashlesha Jain,Ajita Ichalkaranje,Nikhil Ichalkaranje
Advanced Computational Intelligence Paradigms in Healthcare 1 Book PDF

Author : Hiroyuki Yoshida,Ashlesha Jain,Ajita Ichalkaranje,Nikhil Ichalkaranje
Publisher : Springer
Page : 290 pages
File Size : 40,7 Mb
Release : 2007-04-27
Category : Technology & Engineering
ISBN : 9783540475279

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Advanced Computational Intelligence Paradigms in Healthcare - 1 by Hiroyuki Yoshida,Ashlesha Jain,Ajita Ichalkaranje,Nikhil Ichalkaranje Pdf

This book presents some of the most recent research results on the applications of computational intelligence in healthcare. The contents include: information model for management of clinical content; state-based model for management of type II diabetes; case-based reasoning in medicine; assessing the quality of care in AI environment; electronic medical record to examine physician decisions; multi-agent systems for the management of community healthcare; assistive wheelchair navigation; and more.

Advances in Smart Healthcare Paradigms and Applications

Halina Kwaśnicka,Nikhil Jain,Urszula Markowska-Kaczmar,Chee Peng Lim,Lakhmi C. Jain
Advances in Smart Healthcare Paradigms and Applications Book PDF

Author : Halina Kwaśnicka,Nikhil Jain,Urszula Markowska-Kaczmar,Chee Peng Lim,Lakhmi C. Jain
Publisher : Springer Nature
Page : 230 pages
File Size : 48,6 Mb
Release : 2023-08-16
Category : Technology & Engineering
ISBN : 9783031373060

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Advances in Smart Healthcare Paradigms and Applications by Halina Kwaśnicka,Nikhil Jain,Urszula Markowska-Kaczmar,Chee Peng Lim,Lakhmi C. Jain Pdf

This book is dedicated to showcase research and innovation in smart healthcare systems and technologies led by women scientists, researchers, and practitioners. With the advent of artificial intelligence (AI) and related technologies, the healthcare sector has undergone tremendous changes in practice and management in recent years. On par to men, women have made significant contributions to tackle a variety of healthcare problems, creating smarter paradigms to provide effective and efficient solutions for patients and stakeholders. The book presents a small collection of contributions by outstanding women in STEM (Science, Technology, Engineering and Mathematics) education, focusing on the healthcare domain. The selected articles allow readers to comprehend current advances in AI and other methods for undertaking healthcare challenges. It is envisaged that the inspiring work by prominent women scientists, researchers, and practitioners reported in this book offers a beacon to propel women in pursuing STEM education and advancing the healthcare sector for the benefits of humankind.

Advanced Computational Intelligence Paradigms in Healthcare - 2

S. Vaidya,Hiroyuki Yoshida
Advanced Computational Intelligence Paradigms in Healthcare 2 Book PDF

Author : S. Vaidya,Hiroyuki Yoshida
Publisher : Springer
Page : 150 pages
File Size : 54,5 Mb
Release : 2007-06-07
Category : Technology & Engineering
ISBN : 9783540723752

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Advanced Computational Intelligence Paradigms in Healthcare - 2 by S. Vaidya,Hiroyuki Yoshida Pdf

This book presents some of the most recent research results on the applications of computational intelligence in healthcare. The contents include: information model for management of clinical content; state-based model for management of type II diabetes; case-based reasoning in medicine; assessing the quality of care in AI environment; electronic medical record to examine physician decisions; multi-agent systems for the management of community healthcare; assistive wheelchair navigation; and more.

Advances of Computational Intelligence in Industrial Systems

Ying Liu,Aixin Sun,Han Tong Loh,Wen Feng Lu,Ee-Peng Lim
Advances of Computational Intelligence in Industrial Systems Book PDF

Author : Ying Liu,Aixin Sun,Han Tong Loh,Wen Feng Lu,Ee-Peng Lim
Publisher : Springer
Page : 376 pages
File Size : 54,7 Mb
Release : 2008-05-30
Category : Computers
ISBN : 9783540782971

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Advances of Computational Intelligence in Industrial Systems by Ying Liu,Aixin Sun,Han Tong Loh,Wen Feng Lu,Ee-Peng Lim Pdf

Computational Intelligence (CI) has emerged as a rapidly growing field over the past decade. This volume reports the exploration of CI frontiers with an emphasis on a broad spectrum of real-world applications. Such a collection of chapters has presented the state-of-the-art of CI applications in industry and will be an essential resource for professionals and researchers who wish to learn and spot the opportunities in applying CI techniques to their particular problems.

Advanced Computational Intelligence Paradigms in Healthcare 5

Sheryl Brahnam,Lakhmi C Jain
Advanced Computational Intelligence Paradigms in Healthcare 5 Book PDF

Author : Sheryl Brahnam,Lakhmi C Jain
Publisher : Springer
Page : 232 pages
File Size : 40,9 Mb
Release : 2010-10-14
Category : Technology & Engineering
ISBN : 9783642160950

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Advanced Computational Intelligence Paradigms in Healthcare 5 by Sheryl Brahnam,Lakhmi C Jain Pdf

This book is a continuation of the previous volumes of our series on Advanced Computational Intelligence Paradigms in Healthcare. The recent advances in computational intelligence paradigms have highlighted the need of intelligent systems in healthcare. This volume provides the reader a glimpse of the current state of the art in intelligent support system design in the field of healthcare. The book reports a sample of recent advances in: • Clinical Decision Support Systems • Rehabilitation Decision Support Systems • Technology Acceptance in Medical Decision Support Systems The book is directed to the researchers, professors, practitioner and students interested to design and develop intelligent decision support systems.

Computational Intelligence in Healthcare Informatics

D. P. Acharjya,Kun Ma (Computer scientist)
Computational Intelligence in Healthcare Informatics Book PDF

Author : D. P. Acharjya,Kun Ma (Computer scientist)
Publisher : Springer Nature
Page : 401 pages
File Size : 40,7 Mb
Release : 2024
Category : Computational intelligence
ISBN : 9789819988532

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Computational Intelligence in Healthcare Informatics by D. P. Acharjya,Kun Ma (Computer scientist) Pdf

The book presents advancements in computational intelligence in perception with healthcare applications. Besides, the concepts, theory, and applications in various domains of healthcare systems including decision making in healthcare management, disease diagnosis, and electronic health records will be presented in a lucid manner. To achieve these objectives, both theoretical advances and its applications to healthcare problems will be stressed upon. This has been done to make the edited book more flexible and to stimulate further research interest in topics. The book is divided into four sections such as theoretical foundation of computational intelligence techniques, computational intelligence in analyzing health data, computational intelligence in electronic health record (EHR), and computational intelligence in ethical issues in health care.

Computational Intelligence in Healthcare 4

Isabelle Bichindaritz,Sachin Vaidya,Ashlesha Jain
Computational Intelligence in Healthcare 4 Book PDF

Author : Isabelle Bichindaritz,Sachin Vaidya,Ashlesha Jain
Publisher : Springer
Page : 464 pages
File Size : 49,7 Mb
Release : 2010-09-08
Category : Computers
ISBN : 3642144632

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Computational Intelligence in Healthcare 4 by Isabelle Bichindaritz,Sachin Vaidya,Ashlesha Jain Pdf

Computational Intelligence is comparatively a new field but it has made a tremendous progress in virtually every discipline right from engineering, science, business, m- agement, aviation to healthcare. Computational intelligence already has a solid track-record of applications to healthcare, of which this book is a continuation. We would like to refer the reader to the excellent previous volumes in this series on computational intelligence in heal- care [1-3]. This book is aimed at providing the most recent advances and state of the art in the practical applications of computational intelligence paradigms in healthcare. It - cludes nineteen chapters on using various computational intelligence methods in healthcare such as intelligent agents and case-based reasoning. A number of fielded applications and case studies are presented. Highlighted are in particular novel c- putational approaches to the semantic management of health information such as in the Web 2.0, mobile agents such as in portable devices, learning agents capable of adapting to diverse clinical settings through case-based reasoning, and statistical - proaches in computational intelligence. This book is targeted towards scientists, application engineers, professors, health professionals, professors, and students. Background information on computational intelligence has been provided whenever necessary to facilitate the comprehension of a broad audience including healthcare practitioners.