Process Support And Knowledge Representation In Health Care

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Process Support and Knowledge Representation in Health Care

Author : Richard Lenz
Publisher : Springer
ISBN 13 : 3642364381
Total Pages : 183 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Process Support and Knowledge Representation in Health Care by : Richard Lenz

Download or read book Process Support and Knowledge Representation in Health Care written by Richard Lenz and published by Springer. This book was released on 2013-02-01 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly refereed revised selected papers from the BPM 2012 Joint Workshop on Process-Oriented Information Systems and Knowledge Representation in Health Care, ProHealth 2012/KR4HC 2012, held in Tallinn, Estonia, in September 2012. The 9 papers presented were carefully reviewed and selected from 19 submissions. In addition the book contains 1 keynote paper and 2 invited contributions. The papers are organized in topical sections named: guidelines and summarization; archetypes and cooperation; and process mining and temporal analysis.

Process Support and Knowledge Representation in Health Care

Author : David Riano
Publisher : Springer
ISBN 13 : 3319039164
Total Pages : 159 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Process Support and Knowledge Representation in Health Care by : David Riano

Download or read book Process Support and Knowledge Representation in Health Care written by David Riano and published by Springer. This book was released on 2013-11-29 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed papers from the BPM 2013 Joint Workshop on Process-Oriented Information Systems and Knowledge Representation in Health Care, KR4HC 2013/ProHealth 2013, held in Murcia, Spain, in June 2013. The 10 revised full papers presented together with 1 keynote paper were carefully reviewed and selected from 19 submissions. The papers are organized in topical sections on semantic interoperability in health care; modeling clinical guidelines; knowledge-based techniques for handling clinical data; and context aware services and guidance.

Knowledge Representation for Health Care

Author : Silvia Miksch
Publisher : Springer
ISBN 13 : 3319132814
Total Pages : 175 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Knowledge Representation for Health Care by : Silvia Miksch

Download or read book Knowledge Representation for Health Care written by Silvia Miksch and published by Springer. This book was released on 2014-12-04 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Workshop on Knowledge Representation for Health Care, KR4HC 2014, held as part of the Vienna Summer of Logic, VSL 2014, in Vienna, Austria, in July 2014. The workshop aimed at attracting the interest of novel research and advances contributing in the definition, representation and exploitation of health care knowledge in medical informatics. The 12 revised full research papers and 4 short papers presented in this book were carefully reviewed and selected from 26 submissions.

Knowledge Representation for Health Care

Author : David Riaño
Publisher : Springer
ISBN 13 : 3319265857
Total Pages : 159 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Knowledge Representation for Health Care by : David Riaño

Download or read book Knowledge Representation for Health Care written by David Riaño and published by Springer. This book was released on 2015-11-21 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of two workshops held at the International Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015: the 7th International Workshop on Knowledge Representation for Health Care, KR4HC 2015, and the 8th International Workshop on Process-oriented Information Systems in Healthcare, ProHealth 2015. The 10 revised full papers were carefully reviewed and selected from 26 submissions. The papers are organized in topical sections on knowledge-driven health IT and simulation, clinical guideline and clinical pathway support, mobile process and decision support, and health information systems and clinical data.

Process Mining in Healthcare

Author : Ronny S. Mans
Publisher : Springer
ISBN 13 : 3319160710
Total Pages : 91 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Process Mining in Healthcare by : Ronny S. Mans

Download or read book Process Mining in Healthcare written by Ronny S. Mans and published by Springer. This book was released on 2015-03-12 with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model. This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.

Foundations of Biomedical Knowledge Representation

Author : Arjen Hommersom
Publisher : Springer
ISBN 13 : 3319280074
Total Pages : 339 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Foundations of Biomedical Knowledge Representation by : Arjen Hommersom

Download or read book Foundations of Biomedical Knowledge Representation written by Arjen Hommersom and published by Springer. This book was released on 2016-01-07 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medicine and health care are currently faced with a significant rise in their complexity. This is partly due to the progress made during the past three decades in the fundamental biological understanding of the causes of health and disease at the molecular, (sub)cellular, and organ level. Since the end of the 1970s, when knowledge representation and reasoning in the biomedical field became a separate area of research, huge progress has been made in the development of methods and tools that are finally able to impact on the way medicine is being practiced. Even though there are huge differences in the techniques and methods used by biomedical researchers, there is now an increasing tendency to share research results in terms of formal knowledge representation methods, such as ontologies, statistical models, network models, and mathematical models. As there is an urgent need for health-care professionals to make better decisions, computer-based support using this knowledge is now becoming increasingly important. It may also be the only way to integrate research results from the different parts of the spectrum of biomedical and clinical research. The aim of this book is to shed light on developments in knowledge representation at different levels of biomedical application, ranging from human biology to clinical guidelines, and using different techniques, from probability theory and differential equations to logic. The book starts with two introductory chapters followed by 18 contributions organized in the following topical sections: diagnosis of disease; monitoring of health and disease and conformance; assessment of health and personalization; prediction and prognosis of health and disease; treatment of disease; and recommendations.

Artificial Intelligence in Healthcare

Author : Adam Bohr
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

Knowledge Representation for Health-Care. Data, Processes and Guidelines

Author : David Riano
Publisher : Springer
ISBN 13 : 3642118089
Total Pages : 195 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Knowledge Representation for Health-Care. Data, Processes and Guidelines by : David Riano

Download or read book Knowledge Representation for Health-Care. Data, Processes and Guidelines written by David Riano and published by Springer. This book was released on 2010-02-08 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: LNCS 5943

Data and Knowledge for Medical Decision Support

Author : B. Blobel
Publisher : IOS Press
ISBN 13 : 1614992401
Total Pages : 224 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Data and Knowledge for Medical Decision Support by : B. Blobel

Download or read book Data and Knowledge for Medical Decision Support written by B. Blobel and published by IOS Press. This book was released on 2013-04-04 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ensuring patient safety and providing high-quality health services are the dominant challenges faced by healthcare systems around the world today. The sharing of advanced knowledge and best practice in diagnosis, therapy, process optimization and prevention are essential to achieve this goal; this includes enhanced networking socially and technologically as well as the inclusion of public health and social sciences. This book contains the proceedings of the 13th European Federation for Medical Informatics (EFMI) Special Topic Conference (STC), held in Prague, Czech Republic, in April 2013. The EFMI STC 2013 is Europe’s leading forum for presenting the results of current scientific work in health informatics processes, systems and technologies this year. The title of this 13th conference is Data and Knowledge for Medical Decision Support, and the conference addresses this important field, linking traditional and translational medicine with natural sciences and technology with a view to the design, implementation and deployment of intelligent systems which will meet the expectations of developers and users such as health professionals and patients. Within this context, the authors included here address the important issues of knowledge representation and management, appropriate terminologies and ontologies, the development of reasoning engines, and the modeling and simulation of real systems for decision making. The hot topics of "Big Data" and "Analytics" also receive attention.

Artificial Intelligence in Medicine

Author : David Riaño
Publisher : Springer
ISBN 13 : 303021642X
Total Pages : 431 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Artificial Intelligence in Medicine by : David Riaño

Download or read book Artificial Intelligence in Medicine written by David Riaño and published by Springer. This book was released on 2019-06-19 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th Conference on Artificial Intelligence in Medicine, AIME 2019, held in Poznan, Poland, in June 2019. The 22 revised full and 31 short papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in the following topical sections: deep learning; simulation; knowledge representation; probabilistic models; behavior monitoring; clustering, natural language processing, and decision support; feature selection; image processing; general machine learning; and unsupervised learning.

Knowledge Representation for Health-Care. Data, Processes and Guidelines

Author : David Riano
Publisher :
ISBN 13 : 9783642118098
Total Pages : pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Knowledge Representation for Health-Care. Data, Processes and Guidelines by : David Riano

Download or read book Knowledge Representation for Health-Care. Data, Processes and Guidelines written by David Riano and published by . This book was released on 2010 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Knowledge Representation for Health-Care

Author : David Riano Ramos
Publisher : Springer Science & Business Media
ISBN 13 : 3642276962
Total Pages : 179 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Knowledge Representation for Health-Care by : David Riano Ramos

Download or read book Knowledge Representation for Health-Care written by David Riano Ramos and published by Springer Science & Business Media. This book was released on 2012-01-16 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International KR4HC 2011 workshop held in conjunction with the 13th Conference on Artificial Intelligence in medicine, AIME 2011, in Bled, Slovenia, in July 2011. The 11 extended papers presented together with 1 invited paper were carefully reviewed and selected from 22 submissions. The papers cover topics like health care knowledge sharing; health process; clinical practice guidelines; and patient records, ontologies, medical costs, and clinical trials.

Knowledge Representation for Health-Care

Author : David Riano Ramos
Publisher : Springer
ISBN 13 : 3642276970
Total Pages : 171 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Knowledge Representation for Health-Care by : David Riano Ramos

Download or read book Knowledge Representation for Health-Care written by David Riano Ramos and published by Springer. This book was released on 2012-02-21 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International KR4HC 2011 workshop held in conjunction with the 13th Conference on Artificial Intelligence in medicine, AIME 2011, in Bled, Slovenia, in July 2011. The 11 extended papers presented together with 1 invited paper were carefully reviewed and selected from 22 submissions. The papers cover topics like health care knowledge sharing; health process; clinical practice guidelines; and patient records, ontologies, medical costs, and clinical trials.

Healthcare Knowledge Management

Author : Rajeev Bali
Publisher : Springer Science & Business Media
ISBN 13 : 0387490094
Total Pages : 298 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Healthcare Knowledge Management by : Rajeev Bali

Download or read book Healthcare Knowledge Management written by Rajeev Bali and published by Springer Science & Business Media. This book was released on 2010-05-30 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique text is a practical guide to managing and developing Healthcare Knowledge Management (KM) that is underpinned by theory and research. It provides readers with an understanding of approaches to the critical nature and use of knowledge by investigating healthcare-based KM systems. Designed to demystify the KM process and demonstrate its applicability, this text offers contemporary and clinically-relevant lessons for future organizational implementations.

Encyclopedia of Business Analytics and Optimization

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1466652039
Total Pages : 2754 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Encyclopedia of Business Analytics and Optimization by : Wang, John

Download or read book Encyclopedia of Business Analytics and Optimization written by Wang, John and published by IGI Global. This book was released on 2014-02-28 with total page 2754 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.

Process Modeling and Management for Healthcare

Author : Carlo Combi
Publisher : CRC Press
ISBN 13 : 1315299933
Total Pages : 315 pages
Book Rating : 4.3/5 (152 download)

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Book Synopsis Process Modeling and Management for Healthcare by : Carlo Combi

Download or read book Process Modeling and Management for Healthcare written by Carlo Combi and published by CRC Press. This book was released on 2017-11-09 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Foreword: "[This book] provides a comprehensive overview of the fundamental concepts in healthcare process management as well as some advanced topics in the cutting-edge research of the closely related areas. This book is ideal for graduate students and practitioners who want to build the foundations and develop novel contributions in healthcare process modeling and management." --Christopher Yang, Drexel University Process modeling and process management are traversal disciplines which have earned more and more relevance over the last two decades. Several research areas are involved within these disciplines, including database systems, database management, information systems, ERP, operations research, formal languages, and logic. Process Modeling and Management for Healthcare provides the reader with an in-depth analysis of what process modeling and process management techniques can do in healthcare, the major challenges faced, and those challenges remaining to be faced. The book features contributions from leading authors in the field. The book is structured into two parts. Part one covers fundamentals and basic concepts in healthcare. It explores the architecture of a process management environment, the flexibility of a process model, and the compliance of a process model. It also features a real application domain of patients suffering from age-related macular degeneration. Part two of the book includes advanced topics from the leading frontiers of scientific research on process management and healthcare. This section of the book covers software metrics to measure features of the process model as a software artifact. It includes process analysis to discover the formal properties of the process model prior to deploying it in real application domains. Abnormal situations and exceptions, as well as temporal clinical guidelines, are also presented in depth Pro.

Internet of Medical Things in Smart Healthcare

Author : Saravanan Krishnan
Publisher : CRC Press
ISBN 13 : 1000839486
Total Pages : 255 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Internet of Medical Things in Smart Healthcare by : Saravanan Krishnan

Download or read book Internet of Medical Things in Smart Healthcare written by Saravanan Krishnan and published by CRC Press. This book was released on 2023-12-01 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 epidemic has helped to expand the function of the Internet of Medical Things in healthcare at an exponential rate. This book offers a comprehensive exploration of IoMT in the post-COVID-19 era, providing an overview of modern technologies used for the improvement of healthcare, such as IoT, artificial intelligence, robotics, big data, and wearable devices used in healthcare applications, with a focus on the detection and treatment of COVID-19 and related viruses. The volume presents the principles, state-of-the-art developments, architecture, real-world applications, actual case studies, results of IoMT experiments and sensor-based systems, and more. The chapters look at various aspects of artificial intelligence in IoMT-based telemedicine, health monitoring, early COVID detection, automatic intravenous fluids feeds, chest x-ray images, data collection for decision-making, security of health information, and more. This volume provides an understanding of the real applications, development of healthcare systems, architectural frameworks, and modern design elements of healthcare systems.