Data Mining And Medical Knowledge Management

Author : Berka, Petr,Rauch, Jan,Zighed, Djamel Abdelkader
Publisher : IGI Global
Page : 464 pages
File Size : 52,5 Mb
Release : 2009-02-28
Category : Computers
ISBN : 9781605662190

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Data Mining and Medical Knowledge Management: Cases and Applications by Berka, Petr,Rauch, Jan,Zighed, Djamel Abdelkader Pdf

The healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment. Data Mining and Medical Knowledge Management: Cases and Applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. A premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.

Author : Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh
Publisher : Springer Science & Business Media
Page : 656 pages
File Size : 43,8 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.

Author : Petra Perner
Publisher : Springer
Page : 112 pages
File Size : 46,5 Mb
Release : 2003-08-02
Category : Computers
ISBN : 9783540461319

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Advances in Data Mining by Petra Perner Pdf

This book presents papers describing selected projects on the topic of data mining in fields like e commerce, medicine, and knowledge management. The objective is to report on current results and at the same time to give a review on the present activities in this field in Germany. An effort has been made to include the latest scientific results, as well as lead the reader to the various fields of activity and the problems related to them. Knowledge discovery on the basis of web data is a wide and fast growing area. E commerce is the principal theme of motivation in this field, as companies invest large sums in the electronic market, in order to maximize their profits and minimize their risks. Other applications are telelearning, teleteaching, service support, and citizen information systems. Concerning these applications, there is a great need to understand and support the user by means of recommendation systems, adaptive information systems, as well as by personalization. In this respect Giudici and Blanc present in their paper procedures for the generation of associative models from the tracking behavior of the user. Perner and Fiss present in their paper a strategy for intelligent e marketing with web mining and personalization. Methods and procedures for the generation of associative rules are presented in the paper by Hipp, Güntzer, and Nakhaeidizadeh.

Author : David L. Olson,Özgür M. Araz
Publisher : Springer Nature
Page : 195 pages
File Size : 55,5 Mb
Release : 2023-04-20
Category : Medical
ISBN : 9783031281136

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Data Mining and Analytics in Healthcare Management by David L. Olson,Özgür M. Araz Pdf

This book presents data mining methods in the field of healthcare management in a practical way. Healthcare quality and disease prevention are essential in today’s world. Healthcare management faces a number of challenges, e.g. reducing patient growth through disease prevention, stopping or slowing disease progression, and reducing healthcare costs while improving quality of care. The book provides an overview of current healthcare management problems and highlights how analytics and knowledge management have been used to better cope with them. It then demonstrates how to use descriptive and predictive analytics tools to help address these challenges. In closing, it presents applications of software solutions in the context of healthcare management. Given its scope, the book will appeal to a broad readership, from researchers and students in the operations research and management field to practitioners such as data analysts and decision-makers who work in the healthcare sector.

Author : David Riaño
Publisher : Springer Science & Business Media
Page : 170 pages
File Size : 47,8 Mb
Release : 2008-02-29
Category : Computers
ISBN : 9783540786238

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Knowledge Management for Health Care Procedures by David Riaño Pdf

The incursion of information and communication technologies (ICT) in health care entails evident bene?ts at the levels of security and e?ciency that improve not only the quality of life of the patients, but also the quality of the work of the health care professionals and the costs of national health care systems. Leaving research approaches aside, the analysis of ICT in health care shows an evo- tion from the initial interest in representing and storing health care data (i. e. , electronic health care records) to the current interest of having remote access to electronic health care systems, as for example HL7 initiatives or telemedicine. This sometimes imperceptible evolution can be interpreted as a new step of the progress path of health care informatics, whose next emerging milestone is the convergenceof current solutions with formal methods for health care kno- edge management. In this sense, K4CARE is a European project aiming at contributing to this progress path. It is centered on the idea that health care knowledge rep- sented in a formal waymay favor the treatment of home care patients in modern societies. The project highlights several aspects that are considered relevant to the evolution of medical informatics: health care knowledge production, health care knowledge integration, update, and adaptation, and health care intelligent systems.

Author : Rahman, Hakikur
Publisher : IGI Global
Page : 378 pages
File Size : 53,7 Mb
Release : 2009-02-28
Category : Computers
ISBN : 9781605662312

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Social and Political Implications of Data Mining: Knowledge Management in E-Government by Rahman, Hakikur Pdf

"This book focuses on the data mining and knowledge management implications that lie within online government"--Provided by publisher.

Author : Vincent Ribière and Lugkana Worasinchai
Publisher : Academic Conferences and publishing limited
Page : 470 pages
File Size : 42,7 Mb
Release : 2015-10-20
Category : Business & Economics
ISBN : 9781910810736

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ICICKM2015-12th International Conference on Intellectual Capital Knowledge Management & Organisational Learning by Vincent Ribière and Lugkana Worasinchai Pdf

Author : Nilmini Wickramasinghe,Jatinder N. D. Gupta,Sushil K. Sharma
Publisher : IGI Global
Page : 392 pages
File Size : 49,9 Mb
Release : 2005-01-01
Category : Medical
ISBN : 1591404606

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Creating Knowledge-based Healthcare Organizations by Nilmini Wickramasinghe,Jatinder N. D. Gupta,Sushil K. Sharma Pdf

Creating Knowledge Based Healthcare Organizations brings together high quality concepts closely related to how knowledge management can be utilized in healthcare. It includes the methodologies, systems, and approaches needed to create and manage knowledge in various types of healthcare organizations. Furthermore, it has a global flavor, as we discuss knowledge management approaches in healthcare organizations throughout the world. For the first time, many of the concepts, tools, and techniques relevant to knowledge management in healthcare are available, offereing the reader an understanding of all the components required to utilize knowledge.

Author : Rajeev Bali,Ashish Dwivedi
Publisher : Springer Science & Business Media
Page : 298 pages
File Size : 53,8 Mb
Release : 2010-05-30
Category : Medical
ISBN : 9780387490090

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Healthcare Knowledge Management by Rajeev Bali,Ashish Dwivedi Pdf

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.

Author : Strydom, Sheryl Kruger,Strydom, Moses
Publisher : IGI Global
Page : 304 pages
File Size : 46,7 Mb
Release : 2018-11-16
Category : Computers
ISBN : 9781522570783

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Big Data Governance and Perspectives in Knowledge Management by Strydom, Sheryl Kruger,Strydom, Moses Pdf

The world is witnessing the growth of a global movement facilitated by technology and social media. Fueled by information, this movement contains enormous potential to create more accountable, efficient, responsive, and effective governments and businesses, as well as spurring economic growth. Big Data Governance and Perspectives in Knowledge Management is a collection of innovative research on the methods and applications of applying robust processes around data, and aligning organizations and skillsets around those processes. Highlighting a range of topics including data analytics, prediction analysis, and software development, this book is ideally designed for academicians, researchers, information science professionals, software developers, computer engineers, graduate-level computer science students, policymakers, and managers seeking current research on the convergence of big data and information governance as two major trends in information management.

Author : Anonim
Publisher : Unknown
Page : 369 pages
File Size : 52,9 Mb
Release : 2008
Category : Data marts
ISBN : OCLC:1014183259

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Data Mining and Knowledge Discovery Technologies by Anonim Pdf

This book presents researchers and practitioners in fields such as knowledge management, information science, Web engineering, and medical informatics, with comprehensive, innovative research on data mining methods, structures, tools, and methods, the knowledge discovery process, and data marts, among many other cutting-edge topics.

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2071 pages
File Size : 46,6 Mb
Release : 2019-12-06
Category : Medical
ISBN : 9781799812050

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Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines practical applications of healthcare analytics for improved patient care, resource allocation, and medical performance, as well as for diagnosing, predicting, and identifying at-risk populations. Highlighting a range of topics such as data security and privacy, health informatics, and predictive analytics, this multi-volume book is ideally designed for doctors, hospital administrators, nurses, medical professionals, IT specialists, computer engineers, information technologists, biomedical engineers, data-processing specialists, healthcare practitioners, academicians, and researchers interested in current research on the connections between data analytics in the field of medicine.

Author : Taniar, David
Publisher : IGI Global
Page : 380 pages
File Size : 42,5 Mb
Release : 2008-01-31
Category : Computers
ISBN : 9781599049618

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Data Mining and Knowledge Discovery Technologies by Taniar, David Pdf

As information technology continues to advance in massive increments, the bank of information available from personal, financial, and business electronic transactions and all other electronic documentation and data storage is growing at an exponential rate. With this wealth of information comes the opportunity and necessity to utilize this information to maintain competitive advantage and process information effectively in real-world situations. Data Mining and Knowledge Discovery Technologies presents researchers and practitioners in fields such as knowledge management, information science, Web engineering, and medical informatics, with comprehensive, innovative research on data mining methods, structures, tools, and methods, the knowledge discovery process, and data marts, among many other cutting-edge topics.

Author : Panos M. Pardalos,Vladimir L. Boginski,Alkis Vazacopoulos
Publisher : Springer Science & Business Media
Page : 577 pages
File Size : 45,7 Mb
Release : 2008-12-10
Category : Medical
ISBN : 9780387693194

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Data Mining in Biomedicine by Panos M. Pardalos,Vladimir L. Boginski,Alkis Vazacopoulos Pdf

This volume presents an extensive collection of contributions covering aspects of the exciting and important research field of data mining techniques in biomedicine. Coverage includes new approaches for the analysis of biomedical data; applications of data mining techniques to real-life problems in medical practice; comprehensive reviews of recent trends in the field. The book addresses incorporation of data mining in fundamental areas of biomedical research: genomics, proteomics, protein characterization, and neuroscience.

Author : Petra Perner
Publisher : Springer
Page : 176 pages
File Size : 46,6 Mb
Release : 2004-11-15
Category : Computers
ISBN : 9783540301851

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Advances in Data Mining by Petra Perner Pdf

The Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference is to bring together researchers and people from industry in order to discuss together new trends and applications in data mining. This year a broad spectrum of work of different applications was presented ranging from image mining, medicine and biotechnology, management and environmental control, to telecommunications. Besides that an industrial exhibition showed the successful application of data mining methods by industries in different areas such as medical devices, mass data management systems, data mining tools, etc. During the discussion many projects were inspired leading to new and joint work. The fruitful discussions, the exchange of ideas and the spirit of the conference made it a remarkable event for both sides, industry and research. We would like to express our appreciation to the reviewers for their precise and highly professional work. We appreciate the help and understanding of the editorial staff at Springer and in particular Alfred Hofmann, who supported the publication of these proceedings in the LNAI series. Last, but not least, we wish to thank all speakers, participants and industrial exhibitors who contributed to the success of the conference. We are looking forward to welcoming you to ICDM 2005 (www.data-mini- forum.de) and to the new work you will present there.