Next Generation Healthcare Informatics

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Next Generation Healthcare Informatics

Author : B. K. Tripathy
Publisher : Springer Nature
ISBN 13 : 9811924163
Total Pages : 320 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Next Generation Healthcare Informatics by : B. K. Tripathy

Download or read book Next Generation Healthcare Informatics written by B. K. Tripathy and published by Springer Nature. This book was released on 2022-06-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book provides information on emerging fields of next-generation healthcare informatics with a special emphasis on emerging developments and applications of artificial intelligence, deep learning techniques, computational intelligence methods, Internet of medical things (IoMT), optimization techniques, decision making, nanomedicine, and cloud computing. The book provides a conceptual framework and roadmap for decision-makers for this transformation. The chapters involved in this book cover challenges and opportunities for diabetic retinopathy detection based on deep learning applications, deep learning accelerators in IoT and IoMT, health data analysis, deep reinforcement-based conversational AI agent in healthcare systems, examination of health data performance, multisource data in intelligent medicine, application of genetic algorithms in health care, mental disorder, digital healthcare system with big data analytics, encryption methods in healthcare data security, computation and cognitive bias in healthcare intelligence and pharmacogenomics, guided imagery therapy, cancer detection and prediction techniques, medical image processing for coronavirus, and imbalance learning in health care.

Internet of Things and Big Data Technologies for Next Generation Healthcare

Author : Chintan Bhatt
Publisher : Springer
ISBN 13 : 3319497367
Total Pages : 388 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Internet of Things and Big Data Technologies for Next Generation Healthcare by : Chintan Bhatt

Download or read book Internet of Things and Big Data Technologies for Next Generation Healthcare written by Chintan Bhatt and published by Springer. This book was released on 2017-01-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive book focuses on better big-data security for healthcare organizations. Following an extensive introduction to the Internet of Things (IoT) in healthcare including challenging topics and scenarios, it offers an in-depth analysis of medical body area networks with the 5th generation of IoT communication technology along with its nanotechnology. It also describes a novel strategic framework and computationally intelligent model to measure possible security vulnerabilities in the context of e-health. Moreover, the book addresses healthcare systems that handle large volumes of data driven by patients’ records and health/personal information, including big-data-based knowledge management systems to support clinical decisions. Several of the issues faced in storing/processing big data are presented along with the available tools, technologies and algorithms to deal with those problems as well as a case study in healthcare analytics. Addressing trust, privacy, and security issues as well as the IoT and big-data challenges, the book highlights the advances in the field to guide engineers developing different IoT devices and evaluating the performance of different IoT techniques. Additionally, it explores the impact of such technologies on public, private, community, and hybrid scenarios in healthcare. This book offers professionals, scientists and engineers the latest technologies, techniques, and strategies for IoT and big data.

Society 5.0 and Next Generation Healthcare

Author : Zodwa Dlamini
Publisher : Springer Nature
ISBN 13 : 3031364619
Total Pages : 298 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Society 5.0 and Next Generation Healthcare by : Zodwa Dlamini

Download or read book Society 5.0 and Next Generation Healthcare written by Zodwa Dlamini and published by Springer Nature. This book was released on 2023-08-08 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the ability of technological advancements to represent, enhance, and empower multidisciplinarity in the context of Society 5.0. and next generation medicine. New technologies allow patients to communicate with medical personnel anytime, anywhere and shape the terrain of healthcare ecosystem at an unprecedented rate. Five main trends become apparent in this process: Hybrid care models combining virtual and in-person services, digitization of healthcare specialties, increased Artificial intelligence (AI) adoption, health systems moving to the cloud and advanced precision medicine. In its chapters the book dissects the important roles for technologies in areas such as digital twinning, big data, Internet of Things, AI, cyber-physical systems, blockchain technology to lead the healthcare digitalization envisioned in Society 5.0. Throughout the book the authors discuss how to incorporate these new technologies legally, ethically, safely, and securely and in keeping with the highest standards of human rights. It also advocates for the need for careful oversight and mindful allocation of resources and energy for sustainable development. This book, written by experts in the field from academia and industry, will appeal to researchers, healthcare professionals, policy makers, teachers and students interested in the ways healthcare is reorganized based on digital transformation efforts and the rethinking of care, including technologies.

Healthcare Informatics and Analytics: Emerging Issues and Trends

Author : Tavana, Madjid
Publisher : IGI Global
ISBN 13 : 1466663170
Total Pages : 325 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Healthcare Informatics and Analytics: Emerging Issues and Trends by : Tavana, Madjid

Download or read book Healthcare Informatics and Analytics: Emerging Issues and Trends written by Tavana, Madjid and published by IGI Global. This book was released on 2014-07-31 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare practices have been enhanced through the use of information technologies and analytical methods. A cross between computer science, healthcare, and information science is needed for the optimization of data resources and information systems within the healthcare industry. Healthcare Informatics and Analytics: Emerging Issues and Trends introduces the latest research concerning the innovative implementation of information technology and data analysis in the healthcare field. Highlighting current concerns and recent advances in patient care and healthcare delivery, this book is a comprehensive reference source for academics, researchers, medical students, and healthcare practitioners interested in the application of information science within the health sector.

Next Generation Healthcare Systems Using Soft Computing Techniques

Author : Rekh Ram Janghel
Publisher : CRC Press
ISBN 13 : 1000653390
Total Pages : 202 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Next Generation Healthcare Systems Using Soft Computing Techniques by : Rekh Ram Janghel

Download or read book Next Generation Healthcare Systems Using Soft Computing Techniques written by Rekh Ram Janghel and published by CRC Press. This book was released on 2022-09-21 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents soft computing techniques and applications used in healthcare systems, along with the latest advancements. Written as a guide for assessing the roles that these techniques play, the book also highlights implementation strategies, lists problem-solving solutions, and paves the way for future research endeavors in smart and next-generation healthcare systems. This book provides applications of soft computing techniques related to healthcare systems and can be used as a reference guide for assessing the roles that various techniques, such as machine learning, fuzzy logic, and statical mathematics, play in the advancements of smart healthcare systems. The book presents the basics as well as the advanced concepts to help beginners, as well as industry professionals, get up to speed on the latest developments in healthcare systems. The book examines descriptive, predictive, and social network techniques and discusses analytical tools and the important role they play in finding solutions to problems in healthcare systems. A framework of robust and novel healthcare techniques is highlighted, as well as implementation strategies and a setup for future research endeavors. Healthcare Systems Using Soft Computing Techniques is a valuable resource for researchers and postgraduate students in healthcare systems engineering, computer science, information technology, and applied mathematics. The book introduces beginners to—and at the same time brings industry professionals up to speed with—the important role soft computing techniques play in smart healthcare systems.

Next-Generation Mobile and Pervasive Healthcare Solutions

Author : Machado, Jose
Publisher : IGI Global
ISBN 13 : 1522528520
Total Pages : 286 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Next-Generation Mobile and Pervasive Healthcare Solutions by : Machado, Jose

Download or read book Next-Generation Mobile and Pervasive Healthcare Solutions written by Machado, Jose and published by IGI Global. This book was released on 2017-08-10 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology is changing the practice of healthcare by the ways medical information is stored, shared, and accessed. With mobile innovations, new strategies are unfolding to further advance processes and procedures in medical settings. Next-Generation Mobile and Pervasive Healthcare Solutions is an advanced reference source for the latest research on emerging progress and applications within mobile health initiatives and health informatics. Featuring coverage on a broad range of topics and perspectives such as electronic health records (EHR), clinical decision support systems, and medical ontologies, this publication is ideally designed for professionals and researchers seeking scholarly material on the increased use of mobile health applications.

An Introduction to Nursing Informatics, Evolution, and Innovation, 2nd Edition

Author : Susan M. Houston
Publisher : CRC Press
ISBN 13 : 0429759606
Total Pages : 180 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis An Introduction to Nursing Informatics, Evolution, and Innovation, 2nd Edition by : Susan M. Houston

Download or read book An Introduction to Nursing Informatics, Evolution, and Innovation, 2nd Edition written by Susan M. Houston and published by CRC Press. This book was released on 2018-11-26 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nursing informatics (NI) is the specialty that integrates nursing science with information management and analytical sciences to identify, define, manage, and communicate data, information, knowledge, and wisdom in nursing practice. Nursing Informatics supports nurses, consumers, patients, the interprofessional healthcare team, and other stakeholders in a wide variety of roles and settings to achieve desired outcomes. This is accomplished through the use of information structures, information processes, and information technology. An Introduction to Nursing Informatics, Evolution and Innovation, 2nd Edition is the ideal gateway to all the professional possibilities this continuously evolving discipline has to offer. Describing the evolution of nursing informatics from its origins to current practice in today’s complex, diverse healthcare environment, this book offers the next generation of nurse informaticists an understanding of the discipline, best practices, and its scope of influence in healthcare. The book also explores Nursing Informatics as it is evolving into the future, including technology creation and implementation and the development of influential policies and best practices. Special features include descriptions of the ‘a day in the life’ from informatics nurses in multiple roles and fields of influence, including academia, research, clinical settings, the executive suite, consulting, and government, as well as an Appendix featuring case profiles. This new edition updates the content to better align with the current state of nursing informatics and expand on additional roles. New to this edition is a chapter providing tips and advice for those trying to find their first nursing informatics job or are changing their careers. Another new chapter covers healthcare analytics and how it fits into the nursing informatics role. An Introduction to Nursing Informatics, Evolution and Innovation, 2nd Edition is the ideal resource for nursing students and as a reference guide and pint of inspiration for nurses currently in the field.

Context Sensitive Health Informatics: Redesigning Healthcare Work

Author : C. Nøhr
Publisher : IOS Press
ISBN 13 : 1614997942
Total Pages : 204 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Context Sensitive Health Informatics: Redesigning Healthcare Work by : C. Nøhr

Download or read book Context Sensitive Health Informatics: Redesigning Healthcare Work written by C. Nøhr and published by IOS Press. This book was released on 2017-08-18 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health informatics applications will be a cornerstone of the next generation healthcare delivery system. These applications will support the delivery of safe, patient-centered care, and collaborative care delivery. The complexity of modern healthcare is delivered by many different specialties, to many different patients with complex diseases and comorbidity. A one size fits all approach is not adequate to reach the triple aim of improving the patient experience of care, improving the health of populations, and reducing the per capita cost of healthcare. Health informatics applications must rather be built to be adaptable and sensitive to the complex contexts where they will be used. The health informatics community has long been interested in the role that context plays in the design, implementation and evaluation of Health IT. We have come to realize that context is not just a passive characteristic that impacts Health IT usage but rather is embedded in the core of the users, processes and outcomes that Health IT interacts with. Therefore, we need better approaches to study and understand its impact on Health IT usage in different healthcare settings. This book contains the conference papers from CSHI 2017 - Delivering 21st Century Healthcare - Building a Quality-and-Efficiency Driven System. It contains papers on a variety of topics that are divided into four sections: Theoretical approaches to investigate context sensitive health informatics to generate robust evidence, Redesigning healthcare work practices, Patient participation in healthcare design and redesign, and Human factors and usability. The 2017 CSHI conference continues our efforts to develop robust scientific evidence on context and Health IT.

Innovation in Health Informatics

Author : Miltiadis Lytras
Publisher : Academic Press
ISBN 13 : 0128190442
Total Pages : 441 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Innovation in Health Informatics by : Miltiadis Lytras

Download or read book Innovation in Health Informatics written by Miltiadis Lytras and published by Academic Press. This book was released on 2019-11-13 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation in Health Informatics: A Smart Healthcare Primer explains how the most recent advances in information and communication technologies have paved the way for new breakthroughs in healthcare. The book showcases current and prospective applications in a context defined by an imperative to deliver efficient, patient-centered and sustainable healthcare systems. Topics discussed include big data, medical data analytics, artificial intelligence, machine learning, virtual and augmented reality, 5g and sensors, Internet of Things, nanotechnologies and biotechnologies. Additionally, there is a discussion on social issues and policy- making for the implementation of smart healthcare. This book is a valuable resource for undergraduate and graduate students, practitioners, researchers, clinicians and data scientists who are interested in how to explore the intersections between bioinformatics and health informatics. Provides a holistic discussion on the new landscape of medical technologies, including big data, analytics, artificial intelligence, machine learning, virtual and augmented reality, 5g and sensors, Internet of Things, nanotechnologies and biotechnologies Presents a case study driven approach, with references to real-world applications and systems Discusses topics with a research-oriented approach that aims to promote research skills and competencies of readers

An Introduction to Healthcare Informatics

Author : Peter Mccaffrey
Publisher : Academic Press
ISBN 13 : 0128149167
Total Pages : 342 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis An Introduction to Healthcare Informatics by : Peter Mccaffrey

Download or read book An Introduction to Healthcare Informatics written by Peter Mccaffrey and published by Academic Press. This book was released on 2020-07-29 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Healthcare Informatics: Building Data-Driven Tools bridges the gap between the current healthcare IT landscape and cutting edge technologies in data science, cloud infrastructure, application development and even artificial intelligence. Information technology encompasses several rapidly evolving areas, however healthcare as a field suffers from a relatively archaic technology landscape and a lack of curriculum to effectively train its millions of practitioners in the skills they need to utilize data and related tools. The book discusses topics such as data access, data analysis, big data current landscape and application architecture. Additionally, it encompasses a discussion on the future developments in the field. This book provides physicians, nurses and health scientists with the concepts and skills necessary to work with analysts and IT professionals and even perform analysis and application architecture themselves. Presents case-based learning relevant to healthcare, bringing each concept accompanied by an example which becomes critical when explaining the function of SQL, databases, basic models etc. Provides a roadmap for implementing modern technologies and design patters in a healthcare setting, helping the reader to understand both the archaic enterprise systems that often exist in hospitals as well as emerging tools and how they can be used together Explains healthcare-specific stakeholders and the management of analytical projects within healthcare, allowing healthcare practitioners to successfully navigate the political and bureaucratic challenges to implementation Brings diagrams for each example and technology describing how they operate individually as well as how they fit into a larger reference architecture built upon throughout the book

Building Capacity for Health Informatics in the Future

Author : F. Lau
Publisher : IOS Press
ISBN 13 : 161499742X
Total Pages : 452 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Building Capacity for Health Informatics in the Future by : F. Lau

Download or read book Building Capacity for Health Informatics in the Future written by F. Lau and published by IOS Press. This book was released on 2017-03 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health information technologies are revolutionizing and streamlining healthcare, and uptake continues to rise dramatically. If these technologies are to be effectively implemented, capacity must be built at a regional, national and global level, and the support and involvement of both government and industry will be vital. This book presents the proceedings of the 2017 Information Technology and Communications in Health conference (ITCH 2017), held in Victoria, BC, Canada, in February 2017. The conference considers, from a variety of perspectives, what is required to move the technology forward to real, sustained and widespread use, and the solutions examined range from improvements in usability and training to the need for new and improved design of information systems, user interfaces and interoperable solutions. Government policies, mandates, initiatives and the need for regulation are also explored, as is the requirement for improved interaction between industrial, governmental and academic partners. With its focus on building the next generation of health informatics and the capacity required to deliver better healthcare worldwide, this book will be of interest to all those involved in the provision of healthcare.

An Introduction to Nursing Informatics

Author : William N. Kelly
Publisher : CRC Press
ISBN 13 : 1498757510
Total Pages : 164 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis An Introduction to Nursing Informatics by : William N. Kelly

Download or read book An Introduction to Nursing Informatics written by William N. Kelly and published by CRC Press. This book was released on 2015-03-27 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the ideal gateway to all the professional possibilities this continuously evolving discipline has to offer. Describing the evolution of nursing informatics from its origins to current practice in today‘s complex, diverse healthcare environment, this book offers the next generation of nurse informaticists a keen understanding of the dis

Health Informatics in the Cloud

Author : Mark L. Braunstein
Publisher : Springer Science & Business Media
ISBN 13 : 1461456290
Total Pages : 98 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Health Informatics in the Cloud by : Mark L. Braunstein

Download or read book Health Informatics in the Cloud written by Mark L. Braunstein and published by Springer Science & Business Media. This book was released on 2012-10-16 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite its high cost, the US healthcare system produces relatively short life spans, and is wasteful, inefficient and has serious safety and quality issues. While other industries have surmounted similar challenges by transforming themselves through information technology, healthcare lags behind. Major reasons are that our approaches to care delivery and financial incentives were designed for a bygone era. Beyond that the technology offered to practitioners has often been overly expensive, poorly designed, overly proprietary, hard to implement and difficult to use. Spurred by a unique, one-time Federal stimulus and the new mobile, wireless and cloud technologies now available, this landscape is rapidly changing. To succeed going forward practitioners, and those interested in entering the field, need to understand the new driving forces and have a basic understanding of contemporary clinical informatics. Practitioners, in particular, need to understand the alternative technologies and approaches available for their use in individual patient care and more continuous management of their chronic disease patients. To efficiently meet these needs, this book provides an introduction to the rationale for care transformation through clinical informatics; its application to patient care outside of hospitals; and a look at its future. Key points are illustrated throughout by actual examples of open source and commercial health IT products and services. While written with practitioners and students entering the field of clinical informatics in mind, the book eschews technical terminology and is easily accessible by the lay reader not proficient in clinical medicine or information technology.

Applied Smart Health Care Informatics

Author : Sourav De
Publisher : John Wiley & Sons
ISBN 13 : 1119742986
Total Pages : 228 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Applied Smart Health Care Informatics by : Sourav De

Download or read book Applied Smart Health Care Informatics written by Sourav De and published by John Wiley & Sons. This book was released on 2022-02-23 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Healthcare Informatics

Author : Stephan P. Kudyba
Publisher : CRC Press
ISBN 13 : 1498746373
Total Pages : 397 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Healthcare Informatics by : Stephan P. Kudyba

Download or read book Healthcare Informatics written by Stephan P. Kudyba and published by CRC Press. This book was released on 2018-09-03 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare Informatics: Improving Efficiency through Technology, Analytics, and Management supplies an understanding of the different types of healthcare service providers, corresponding information technologies, analytic methods, and data issues that play a vital role in transforming the healthcare industry. All of these elements are reshaping the various activities such as workflow and processes of hospitals, healthcare systems, ACOs, and patient analytics, including hot spotting, risk stratification, and treatment effectiveness. A follow-up to Healthcare Informatics: Improving Efficiency and Productivity, this latest book includes new content that examines the evolution of Big Data and how it is revolutionizing the healthcare industry. It presents strategies for achieving national goals for the meaningful use of health information technology and includes sound project management principles and case illustrations for technology roll-out, such as Computer Physician Order Entry (CPOE) for optimal utilization. The book describes how to enhance process efficiency by linking technologies, data, and analytics with strategic initiatives to achieve success. It explains how to leverage data resources with analytics to enhance decision support for care providers through in-depth descriptions of the array of analytic methods that are used to create actionable information, including Business Intelligence, Six Sigma, Data, and Text Mining.

Advances in Healthcare Informatics and Analytics

Author : Ashish Gupta
Publisher : Springer
ISBN 13 : 3319232940
Total Pages : 262 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Advances in Healthcare Informatics and Analytics by : Ashish Gupta

Download or read book Advances in Healthcare Informatics and Analytics written by Ashish Gupta and published by Springer. This book was released on 2015-12-11 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important new volume presents recent research in healthcare information technology and analytics. Individual chapters look at such issues as the impact of technology failure on electronic prescribing behavior in primary care; attitudes toward electronic health records; a latent growth modeling approach to understanding lifestyle decisions based on patient historical data; designing an integrated surgical care delivery system using axiomatic design and petri net modeling; and failure in a dynamic decision environment, particularly in treating patients with a chronic disease. Other chapters look at such topics as the impact of information technology integration in integrated delivery systems; operations and supply chain control for inventory management in a health system pharmacy; decision-theoretic assistants based on contextual gesture recognition; evaluating emergency response medical information systems; clinical decision support in critical care; virtual worlds in healthcare; and natural language processing for understanding contraceptive use at the VA.

Health Informatics

Author : Evelyn J. S. Hovenga
Publisher : IOS Press
ISBN 13 : 1607500922
Total Pages : 520 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Health Informatics by : Evelyn J. S. Hovenga

Download or read book Health Informatics written by Evelyn J. S. Hovenga and published by IOS Press. This book was released on 2010 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second, extensively revised and updated edition of Health Informatics: An Overview includes new topics which address contemporary issues and challenges and shift the focus on the health problem space towards a computer perspective.