Health Informatics Vision From Data Via Information To Knowledge

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Health Informatics Vision: From Data via Information to Knowledge

J. Mantas,A. Hasman,P. Gallos
Health Informatics Vision From Data via Information to Knowledge Book PDF

Author : J. Mantas,A. Hasman,P. Gallos
Publisher : IOS Press
Page : 422 pages
File Size : 55,7 Mb
Release : 2019-08-06
Category : Medical
ISBN : 9781614999874

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Health Informatics Vision: From Data via Information to Knowledge by J. Mantas,A. Hasman,P. Gallos Pdf

The latest developments in data, informatics and technology continue to enable health professionals and informaticians to improve healthcare for the benefit of patients everywhere. This book presents full papers from ICIMTH 2019, the 17th International Conference on Informatics, Management and Technology in Healthcare, held in Athens, Greece from 5 to 7 July 2019. Of the 150 submissions received, 95 were selected for presentation at the conference following review and are included here. The conference focused on increasing and improving knowledge of healthcare applications spanning the entire spectrum from clinical and health informatics to public health informatics as applied in the healthcare domain. The field of biomedical and health informatics is examined in a very broad framework, presenting the research and application outcomes of informatics from cell to population and exploring a number of technologies such as imaging, sensors, and biomedical equipment, together with management and organizational aspects including legal and social issues. Setting research priorities in health informatics is also addressed. Providing an overview of the latest developments in health informatics, the book will be of interest to all those working in the field.

Artificial Intelligence for Innovative Healthcare Informatics

Shabir Ahmad Parah,Mamoon Rashid,Vijayakumar Varadarajan
Artificial Intelligence for Innovative Healthcare Informatics Book PDF

Author : Shabir Ahmad Parah,Mamoon Rashid,Vijayakumar Varadarajan
Publisher : Springer Nature
Page : 320 pages
File Size : 50,9 Mb
Release : 2022-05-23
Category : Medical
ISBN : 9783030965693

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Artificial Intelligence for Innovative Healthcare Informatics by Shabir Ahmad Parah,Mamoon Rashid,Vijayakumar Varadarajan Pdf

There are several popular books published in Healthcare Computational Informatics like Computational Bioengineering and Bioinformatics (2020), Springer; Health Informatics (2017), Springer; Health Informatics Vision: From Data via Information to Knowledge (2019), IOS Press; Data Analytics in Biomedical Engineering and Healthcare (2020), Elsevier. However, in all these mentioned books, the challenges in Biomedical Imaging are solved in one dimension by use of any specific technology like Image Processing, Machine Learning or Computer Aided Systems. In this book, the book it has been attempted to bring all technologies related to computational analytics together and apply them on Biomedical Imaging.

Applied Interdisciplinary Theory in Health Informatics

P. Scott,N. de Keizer,A. Georgiou
Applied Interdisciplinary Theory in Health Informatics Book PDF

Author : P. Scott,N. de Keizer,A. Georgiou
Publisher : IOS Press
Page : 242 pages
File Size : 43,8 Mb
Release : 2019-08-09
Category : Medical
ISBN : 9781614999911

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Applied Interdisciplinary Theory in Health Informatics by P. Scott,N. de Keizer,A. Georgiou Pdf

The American Medical Informatics Association (AMIA) defines the term biomedical informatics (BMI) as: The interdisciplinary field that studies and pursues the effective uses of biomedical data, information, and knowledge for scientific inquiry, problem solving and decision making, motivated by efforts to improve human health. This book: Applied Interdisciplinary Theory in Health Informatics: A Knowledge Base for Practitioners, explores the theories that have been applied in health informatics and the differences they have made. The editors, all proponents of evidence-based health informatics, came together within the European Federation of Medical Informatics (EFMI) Working Group on Health IT Evaluation and the International Medical Informatics Association (IMIA) Working Group on Technology Assessment and Quality Development. The purpose of the book, which has a foreword by Charles Friedman, is to move forward the agenda of evidence-based health informatics by emphasizing theory-informed work aimed at enriching the understanding of this uniquely complex field. The book takes the AMIA definition as particularly helpful in its articulation of the three foundational domains of health informatics: health science, information science, and social science and their various overlaps, and this model has been used to structure the content of the book around the major subject areas. The book discusses some of the most important and commonly used theories relevant to health informatics, and constitutes a first iteration of a consolidated knowledge base that will advance the science of the field.

The Importance of Health Informatics in Public Health during a Pandemic

J. Mantas,A. Hasman,M.S. Househ
The Importance of Health Informatics in Public Health during a Pandemic Book PDF

Author : J. Mantas,A. Hasman,M.S. Househ
Publisher : IOS Press
Page : 522 pages
File Size : 40,9 Mb
Release : 2020-07-24
Category : Medical
ISBN : 9781643680934

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The Importance of Health Informatics in Public Health during a Pandemic by J. Mantas,A. Hasman,M.S. Househ Pdf

The COVID-19 pandemic has increased the focus on health informatics and healthcare technology for policy makers and healthcare professionals worldwide. This book contains the 110 papers (from 160 submissions) accepted for the 18th annual International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH 2020), held virtually in Athens, Greece, from 3 – 5 July 2020. The conference attracts scientists working in the field of Biomedical and Health Informatics from all continents, and this year it was held as a Virtual Conference, by means of teleconferencing, due to the COVID-19 pandemic and the consequent lockdown in many countries around the world. The call for papers for the conference started in December 2019, when signs of the new virus infection were not yet evident, so early submissions were on the usual topics as announced. But papers submitted after mid-March were mostly focused on the first results of the pandemic analysis with respect to informatics in different countries and with different perspectives of the spread of the virus and its influence on public health across the world. This book therefore includes papers on the topic of the COVID-19 pandemic in relation to informatics reporting from hospitals and institutions from around the world, including South Korea, Europe, and the USA. The book encompasses the field of biomedical and health informatics in a very broad framework, and the timely inclusion of papers on the current pandemic will make it of particular interest to all those involved in the provision of healthcare everywhere.

Health Informatics

Evelyn J. S. Hovenga
Health Informatics Book PDF

Author : Evelyn J. S. Hovenga
Publisher : IOS Press
Page : 520 pages
File Size : 52,8 Mb
Release : 2010
Category : Medical
ISBN : 9781607500926

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Health Informatics by Evelyn J. S. Hovenga Pdf

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.

Medical Informatics

Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh
Medical Informatics Book PDF

Author : Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh
Publisher : Springer Science & Business Media
Page : 656 pages
File Size : 40,5 Mb
Release : 2006-07-19
Category : Medical
ISBN : 9780387257396

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Medical Informatics by Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh Pdf

Comprehensively presents the foundations and leading application research in medical informatics/biomedicine. The concepts and techniques are illustrated with detailed case studies. Authors are widely recognized professors and researchers in Schools of Medicine and Information Systems from the University of Arizona, University of Washington, Columbia University, and Oregon Health & Science University. Related Springer title, Shortliffe: Medical Informatics, has sold over 8000 copies The title will be positioned at the upper division and graduate level Medical Informatics course and a reference work for practitioners in the field.

Context Sensitive Health Informatics: Sustainability in Dynamic Ecosystems

R. Marcilly,C.E. Kuziemsky,C. Nøhr
Context Sensitive Health Informatics Sustainability in Dynamic Ecosystems Book PDF

Author : R. Marcilly,C.E. Kuziemsky,C. Nøhr
Publisher : IOS Press
Page : 238 pages
File Size : 48,9 Mb
Release : 2019-08-16
Category : Medical
ISBN : 9781643680057

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Context Sensitive Health Informatics: Sustainability in Dynamic Ecosystems by R. Marcilly,C.E. Kuziemsky,C. Nøhr Pdf

The digital transformation of healthcare delivery remains a work in progress, and contextual variation continues to be one of the barriers to the development of sustainable health information technology. Context-sensitive health informatics concerns health information technologies and their environments, which may be people such as patients, users, designers and evaluators, but also non-human constructs such as organizations, work practices, guidelines and protocols, or buildings and markets. This book presents papers from CSHI 2019, the international conference on Context Sensitive Health Informatics, held in Lille, France, on 23 and 24 August 2019. The subtitle of the conference was Sustainability in Dynamic Ecosystems, and the thirty papers included here are divided into six sections: understanding organizational contexts; towards sustainable EHR; different contexts for medication errors and patient safety; methods and models to study contexts for health information systems; citizens in health contexts; and designing and evaluating in contexts. Two keynote speeches from the conference are also included. With its focus on context sensitivity and sustainability in digital healthcare, the book will be of interest to all those working in the field of health informatics.

MEDINFO 2019: Health and Wellbeing e-Networks for All

L. Ohno-Machado,B. Séroussi
MEDINFO 2019 Health and Wellbeing e Networks for All Book PDF

Author : L. Ohno-Machado,B. Séroussi
Publisher : IOS Press
Page : 2078 pages
File Size : 44,5 Mb
Release : 2019-11-12
Category : Medical
ISBN : 9781643680033

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MEDINFO 2019: Health and Wellbeing e-Networks for All by L. Ohno-Machado,B. Séroussi Pdf

Combining and integrating cross-institutional data remains a challenge for both researchers and those involved in patient care. Patient-generated data can contribute precious information to healthcare professionals by enabling monitoring under normal life conditions and also helping patients play a more active role in their own care. This book presents the proceedings of MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, held in Lyon, France, from 25 to 30 August 2019. The theme of this year’s conference was ‘Health and Wellbeing: E-Networks for All’, stressing the increasing importance of networks in healthcare on the one hand, and the patient-centered perspective on the other. Over 1100 manuscripts were submitted to the conference and, after a thorough review process by at least three reviewers and assessment by a scientific program committee member, 285 papers and 296 posters were accepted, together with 47 podium abstracts, 7 demonstrations, 45 panels, 21 workshops and 9 tutorials. All accepted paper and poster contributions are included in these proceedings. The papers are grouped under four thematic tracks: interpreting health and biomedical data, supporting care delivery, enabling precision medicine and public health, and the human element in medical informatics. The posters are divided into the same four groups. The book presents an overview of state-of-the-art informatics projects from multiple regions of the world; it will be of interest to anyone working in the field of medical informatics.

Digital Health: Changing the Way Healthcare is Conceptualised and Delivered

E. Cummings,M. Merolli,L.K. Schaper
Digital Health Changing the Way Healthcare is Conceptualised and Delivered Book PDF

Author : E. Cummings,M. Merolli,L.K. Schaper
Publisher : IOS Press
Page : 206 pages
File Size : 54,5 Mb
Release : 2019-08-28
Category : Medical
ISBN : 9781643680071

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Digital Health: Changing the Way Healthcare is Conceptualised and Delivered by E. Cummings,M. Merolli,L.K. Schaper Pdf

Digital developments have resulted in many changes in the way healthcare is conceived and delivered. This has brought challenges, but has also created opportunities to shape healthcare, and has made the management and evaluation of systems and innovations, together with the education of healthcare practitioners, essential at all levels. This book presents the proceedings of HIC 2019, the annual Australian national conference for Health Informatics, held in Melbourne, Australia, from 12 – 14 August 2019. The conference provides the ideal environment for clinicians, researchers, health IT professionals, industry and consumers to gather and share their knowledge, to drive innovative thinking, enhance services, improve data-driven decision making, and allow greater consumer involvement. The conference focused on ten themes that underpin a fully digital healthcare sector: analytics and the learning health system; clinical informatics; digital health workforce development; health policy, ethics and business models; informatics in health professional education; innovations, informaticians and digital health entrepreneurship; integrated and connected care; interoperability and informatics infrastructure; participatory medicine and consumer informatics; and system implementations and digital hospitals. The 29 papers selected for inclusion here reflect these themes, highlighting the research and technological innovations that are supporting the digital transformation of the healthcare sector. The book includes examples of important new developments in the field of health informatics, and emphasizes the central role that digital health plays in current and future healthcare organizations everywhere. It will be of interest to all those involved in the field of healthcare.

Health Informatics: Practical Guide Seventh Edition

William R. Hersh,Robert E. Hoyt
Health Informatics Practical Guide Seventh Edition Book PDF

Author : William R. Hersh,Robert E. Hoyt
Publisher : Lulu.com
Page : 488 pages
File Size : 51,6 Mb
Release : 2018
Category : Science
ISBN : 9781387642410

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Health Informatics: Practical Guide Seventh Edition by William R. Hersh,Robert E. Hoyt Pdf

Health informatics is the discipline concerned with the management of healthcare data and information through the application of computers and other information technologies. The field focuses more on identifying and applying information in the healthcare field and less on the technology involved. Our goal is to stimulate and educate healthcare and IT professionals and students about the key topics in this rapidly changing field. This seventh edition reflects the current knowledge in the topics listed below and provides learning objectives, key points, case studies and extensive references. Available as a paperback and eBook. Visit the textbook companion website at http://informaticseducation.org for more information.--Page 4 de la couverture.

Handbook on Intelligent Healthcare Analytics

A. Jaya,K. Kalaiselvi,Dinesh Goyal,Dhiya Al-Jumeily
Handbook on Intelligent Healthcare Analytics Book PDF

Author : A. Jaya,K. Kalaiselvi,Dinesh Goyal,Dhiya Al-Jumeily
Publisher : John Wiley & Sons
Page : 452 pages
File Size : 47,5 Mb
Release : 2022-06-01
Category : Technology & Engineering
ISBN : 9781119791799

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Handbook on Intelligent Healthcare Analytics by A. Jaya,K. Kalaiselvi,Dinesh Goyal,Dhiya Al-Jumeily Pdf

HANDBOOK OF INTELLIGENT HEALTHCARE ANALYTICS The book explores the various recent tools and techniques used for deriving knowledge from healthcare data analytics for researchers and practitioners. The power of healthcare data analytics is being increasingly used in the industry. Advanced analytics techniques are used against large data sets to uncover hidden patterns, unknown correlations, market trends, customer preferences, and other useful information. A Handbook on Intelligent Healthcare Analytics covers both the theory and application of the tools, techniques, and algorithms for use in big data in healthcare and clinical research. It provides the most recent research findings to derive knowledge using big data analytics, which helps to analyze huge amounts of real-time healthcare data, the analysis of which can provide further insights in terms of procedural, technical, medical, and other types of improvements in healthcare. In addition, the reader will find in this Handbook: Innovative hybrid machine learning and deep learning techniques applied in various healthcare data sets, as well as various kinds of machine learning algorithms existing such as supervised, unsupervised, semi-supervised, reinforcement learning, and guides how readers can implement the Python environment for machine learning; An exploration of predictive analytics in healthcare; The various challenges for smart healthcare, including privacy, confidentiality, authenticity, loss of information, attacks, etc., that create a new burden for providers to maintain compliance with healthcare data security. In addition, this book also explores various sources of personalized healthcare data and the commercial platforms for healthcare data analytics. Audience Healthcare professionals, researchers, and practitioners who wish to figure out the core concepts of smart healthcare applications and the innovative methods and technologies used in healthcare will all benefit from this book.

Health Informatics - E-Book

Ramona Nelson,Nancy Staggers
Health Informatics E Book Book PDF

Author : Ramona Nelson,Nancy Staggers
Publisher : Elsevier Health Sciences
Page : 678 pages
File Size : 50,9 Mb
Release : 2016-12-08
Category : Medical
ISBN : 9780323402255

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Health Informatics - E-Book by Ramona Nelson,Nancy Staggers Pdf

Awarded second place in the 2017 AJN Book of the Year Awards in the Information Technology category. See how information technology intersects with health care! Health Informatics: An Interprofessional Approach, 2nd Edition prepares you for success in today’s technology-filled healthcare practice. Concise coverage includes information systems and applications such as electronic health records, clinical decision support, telehealth, ePatients, and social media tools, as well as system implementation. New to this edition are topics including data science and analytics, mHealth, principles of project management, and contract negotiations. Written by expert informatics educators Ramona Nelson and Nancy Staggers, this edition enhances the book that won a 2013 American Journal of Nursing Book of the Year award! Experts from a wide range of health disciplines cover the latest on the interprofessional aspects of informatics — a key Quality and Safety Education for Nurses (QSEN) initiative and a growing specialty area in nursing. Case studies encourage higher-level thinking about how concepts apply to real-world nursing practice. Discussion questions challenge you to think critically and to visualize the future of health informatics. Objectives, key terms and an abstract at the beginning of each chapter provide an overview of what you will learn. Conclusion and Future Directions section at the end of each chapter describes how informatics will continue to evolve as healthcare moves to an interprofessional foundation. NEW! Updated chapters reflect the current and evolving practice of health informatics, using real-life healthcare examples to show how informatics applies to a wide range of topics and issues. NEW mHealth chapter discusses the use of mobile technology, a new method of health delivery — especially for urban or under-served populations — and describes the changing levels of responsibility for both patients and providers. NEW Data Science and Analytics in Healthcare chapter shows how Big Data — as well as analytics using data mining and knowledge discovery techniques — applies to healthcare. NEW Project Management Principles chapter discusses proven project management tools and techniques for coordinating all types of health informatics-related projects. NEW Contract Negotiations chapter describes strategic methods and tips for negotiating a contract with a healthcare IT vendor. NEW Legal Issues chapter explains how federal regulations and accreditation processes may impact the practice of health informatics. NEW HITECH Act chapter explains the regulations relating to health informatics in the Health Information Technology for Education and Clinical Health Act as well as the Meaningful Use and Medicare Access & CHIP Reauthorization Act of 2015.

Global Health Informatics

Heimar Marin,Eduardo Massad,Marco Antonio Gutierrez,Roberto Jaime Rodrigues,Daniel Sigulem
Global Health Informatics Book PDF

Author : Heimar Marin,Eduardo Massad,Marco Antonio Gutierrez,Roberto Jaime Rodrigues,Daniel Sigulem
Publisher : Academic Press
Page : 317 pages
File Size : 51,9 Mb
Release : 2016-12-08
Category : Health & Fitness
ISBN : 9780128046173

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Global Health Informatics by Heimar Marin,Eduardo Massad,Marco Antonio Gutierrez,Roberto Jaime Rodrigues,Daniel Sigulem Pdf

Global Health Informatics: How Information Technology Can Change Our Lives in a Globalized World discusses the critical role of information and communication technologies in health practice, health systems management and research in increasingly interconnected societies. In a global interconnected world the old standalone institutional information systems have proved to be inadequate for patient-centered care provided by multiple providers, for the early detection and response to emerging and re-emerging diseases, and to guide population-oriented public health interventions. The book reviews pertinent aspects and successful current experiences related to standards for health information systems; digital systems as a support for decision making, diagnosis and therapy; professional and client education and training; health systems operation; and intergovernmental collaboration. Discusses how standalone systems can compromise health care in globalized world Provides information on how information and communication technologies (ICT) can support diagnose, treatment, and prevention of emerging and re-emerging diseases Presents case studies about integrated information and how and why to share data can facilitate governance and strategies to improve life conditions

Machine Learning for Health Informatics

Andreas Holzinger
Machine Learning for Health Informatics Book PDF

Author : Andreas Holzinger
Publisher : Springer
Page : 481 pages
File Size : 55,5 Mb
Release : 2016-12-09
Category : Computers
ISBN : 9783319504780

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Machine Learning for Health Informatics by Andreas Holzinger Pdf

Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI) is amongst the greatest application challenges, providing future benefits in improved medical diagnoses, disease analyses, and pharmaceutical development. However, successful ML for HI needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to visualization. Tackling complex challenges needs both disciplinary excellence and cross-disciplinary networking without any boundaries. Following the HCI-KDD approach, in combining the best of two worlds, it is aimed to support human intelligence with machine intelligence. This state-of-the-art survey is an output of the international HCI-KDD expert network and features 22 carefully selected and peer-reviewed chapters on hot topics in machine learning for health informatics; they discuss open problems and future challenges in order to stimulate further research and international progress in this field.

Translational Informatics

Philip R.O. Payne,Peter J. Embi
Translational Informatics Book PDF

Author : Philip R.O. Payne,Peter J. Embi
Publisher : Springer
Page : 185 pages
File Size : 53,7 Mb
Release : 2014-08-23
Category : Medical
ISBN : 9781447146469

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Translational Informatics by Philip R.O. Payne,Peter J. Embi Pdf

Integrative and translational methodologies and frameworks have transformed modern biomedical research and the delivery of clinical care. This shift has been manifested in a number of ways, including the rapid growth and increasing availability of high-throughput bio-molecular instrumentation and analysis platforms, innovative clinical research programs intended to accelerate knowledge translation, and initial efforts to deliver personalized healthcare informed by the genomic profiles of patients. A common theme of reports and publications concerned with such transformative changes in the biomedical and healthcare domains is concerned with the challenges and opportunities related to the collection, management, integration, analysis, and dissemination of large-scale, heterogeneous biomedical data sets. In particular, the absence of well-established and adopted theoretical and practical frameworks intended to address such needs is a major impediment to the realization of translational and knowledge-driven healthcare, in which the best possible scientific evidence is used to inform the care of every patient. In this vacuum, the development of integrative clinical or translational research paradigms is significantly limited by the propagation of both data and expertise silos. This book details for the first time the current state of this extremely potent area of healthcare innovation and policy and defines the interaction between clinical/translational science and biomedical informatics.​