Process Support And Knowledge Representation In Health Care

Author : Richard Lenz,Silvia Miksch,Mor Peleg,Manfred Reichert,David Riano,Annette ten Teije
Publisher : Springer
Page : 183 pages
File Size : 40,6 Mb
Release : 2013-02-01
Category : Computers
ISBN : 9783642364389

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Process Support and Knowledge Representation in Health Care by Richard Lenz,Silvia Miksch,Mor Peleg,Manfred Reichert,David Riano,Annette ten Teije Pdf

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.

Author : David Riano,Richard Lenz,Silvia Miksch,Mor Peleg,Manfred Reichert,Annette ten Teije
Publisher : Springer
Page : 159 pages
File Size : 42,5 Mb
Release : 2013-11-29
Category : Computers
ISBN : 9783319039169

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Process Support and Knowledge Representation in Health Care by David Riano,Richard Lenz,Silvia Miksch,Mor Peleg,Manfred Reichert,Annette ten Teije Pdf

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.

Author : Silvia Miksch,David Riaño,Annette ten Teije
Publisher : Springer
Page : 175 pages
File Size : 48,7 Mb
Release : 2014-12-04
Category : Computers
ISBN : 9783319132815

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Knowledge Representation for Health Care by Silvia Miksch,David Riaño,Annette ten Teije Pdf

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.

Author : David Riaño,Richard Lenz,Silvia Miksch,Mor Peleg,Manfred Reichert,Annette ten Teije
Publisher : Springer
Page : 159 pages
File Size : 50,6 Mb
Release : 2015-11-21
Category : Computers
ISBN : 9783319265858

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Knowledge Representation for Health Care by David Riaño,Richard Lenz,Silvia Miksch,Mor Peleg,Manfred Reichert,Annette ten Teije Pdf

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.

Author : Ronny S. Mans,Wil M. P. van der Aalst,Rob J. B. Vanwersch
Publisher : Springer
Page : 91 pages
File Size : 41,9 Mb
Release : 2015-03-12
Category : Computers
ISBN : 9783319160719

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Process Mining in Healthcare by Ronny S. Mans,Wil M. P. van der Aalst,Rob J. B. Vanwersch Pdf

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.

Author : Arjen Hommersom,Peter J.F. Lucas
Publisher : Springer
Page : 339 pages
File Size : 45,5 Mb
Release : 2016-01-07
Category : Computers
ISBN : 9783319280073

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Foundations of Biomedical Knowledge Representation by Arjen Hommersom,Peter J.F. Lucas Pdf

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.

Author : David Riano Ramos,Annette ten Teije,Silvia Miksch
Publisher : Springer Science & Business Media
Page : 179 pages
File Size : 41,7 Mb
Release : 2012-01-16
Category : Computers
ISBN : 9783642276965

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Knowledge Representation for Health-Care by David Riano Ramos,Annette ten Teije,Silvia Miksch Pdf

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.

Author : Adam Bohr,Kaveh Memarzadeh
Publisher : Academic Press
Page : 385 pages
File Size : 54,6 Mb
Release : 2020-06-21
Category : Computers
ISBN : 9780128184394

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Artificial Intelligence in Healthcare by Adam Bohr,Kaveh Memarzadeh Pdf

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

Author : David Riano,Annette ten Teije,Silvia Miksch,Mor Peleg
Publisher : Unknown
Page : 128 pages
File Size : 40,8 Mb
Release : 2010
Category : Electronic
ISBN : 3642118097

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Knowledge Representation for Health-Care. Data, Processes and Guidelines by David Riano,Annette ten Teije,Silvia Miksch,Mor Peleg Pdf

Author : David Riano,Annette ten Teije,Silvia Miksch,Mor Peleg
Publisher : Springer
Page : 195 pages
File Size : 52,7 Mb
Release : 2010-02-08
Category : Computers
ISBN : 9783642118081

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Knowledge Representation for Health-Care. Data, Processes and Guidelines by David Riano,Annette ten Teije,Silvia Miksch,Mor Peleg Pdf

LNCS 5943

Author : David Riano Ramos,Annette ten Teije,Silvia Miksch
Publisher : Springer
Page : 171 pages
File Size : 43,5 Mb
Release : 2012-02-21
Category : Computers
ISBN : 9783642276972

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Knowledge Representation for Health-Care by David Riano Ramos,Annette ten Teije,Silvia Miksch Pdf

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.

Author : David Riaño,Szymon Wilk,Annette ten Teije
Publisher : Springer
Page : 431 pages
File Size : 45,8 Mb
Release : 2019-06-19
Category : Computers
ISBN : 9783030216429

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Artificial Intelligence in Medicine by David Riaño,Szymon Wilk,Annette ten Teije Pdf

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.

Author : Wang, John
Publisher : IGI Global
Page : 2754 pages
File Size : 50,8 Mb
Release : 2014-02-28
Category : Business & Economics
ISBN : 9781466652033

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Encyclopedia of Business Analytics and Optimization by Wang, John Pdf

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.

Author : Carlo Combi,Giuseppe Pozzi,Pierangelo Veltri
Publisher : CRC Press
Page : 315 pages
File Size : 44,5 Mb
Release : 2017-11-09
Category : Computers
ISBN : 9781315299938

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Process Modeling and Management for Healthcare by Carlo Combi,Giuseppe Pozzi,Pierangelo Veltri Pdf

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.

Author : Saravanan Krishnan,Aboobucker Ilmudeen
Publisher : CRC Press
Page : 255 pages
File Size : 51,5 Mb
Release : 2023-12-01
Category : Computers
ISBN : 9781000839487

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Internet of Medical Things in Smart Healthcare by Saravanan Krishnan,Aboobucker Ilmudeen Pdf

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.