Decision Support Systems And Education

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Deep Learning for Medical Decision Support Systems

Author : Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut
Publisher : Springer Nature
Page : 185 pages
File Size : 41,7 Mb
Release : 2020-06-17
Category : Technology & Engineering
ISBN : 9789811563256

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Deep Learning for Medical Decision Support Systems by Utku Kose,Omer Deperlioglu,Jafar Alzubi,Bogdan Patrut Pdf

This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine. Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation.

Clinical Decision Support Systems

Author : Eta S. Berner
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 44,5 Mb
Release : 2013-06-29
Category : Medical
ISBN : 9781475739039

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Clinical Decision Support Systems by Eta S. Berner Pdf

Written by nationally and internationally recognised experts on the design, evaluation and application of such systems, this book examines the impact of practitioner and patient use of computer-based diagnostic tools. It serves simultaneously as a resource book on diagnostic systems for informatics specialists; a textbook for teachers or students in health or medical informatics training programs; and as a comprehensive introduction for clinicians, with or without expertise in the applications of computers in medicine, who are interested in learning about current developments in computer-based diagnostic systems. Designed for a broad range of clinicians in need of decision support.

Decision Support Systems and Education

Author : J. Mantas,Z. Sonicki,M. Crișan – Vida
Publisher : IOS Press
Page : 298 pages
File Size : 42,6 Mb
Release : 2018-10-18
Category : Medical
ISBN : 9781614999218

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Decision Support Systems and Education by J. Mantas,Z. Sonicki,M. Crișan – Vida Pdf

Medical informatics has revolutionized healthcare in recent years, and one of the major challenges now faced by health professionals everywhere is the further improvement of healthcare by making more effective use of the data from biomedical informatics, not least for education and decision support. This book presents the 52 full papers (accepted from 95 initial submissions) delivered at the Special Topic Conference of the European Federation for Medical Informatics (EFMI STC 2018), held in Zagreb, Croatia, on 15 and 16 October 2018. The EFMI STC is one of Europe`s leading conferences for the sharing of current professional and scientific knowledge in health informatics processes, and the topics covered here have been broadly divided into two sections; decision support and education. Offering an overview of current medical informatics research, this book will undoubtedly prove invaluable for the professional development of healthcare practitioners, as well as contributing to knowledge sustainability within the field of medical informatics.

Decision Support Systems in the Twenty-first Century

Author : George M. Marakas
Publisher : Unknown
Page : 538 pages
File Size : 47,6 Mb
Release : 1999
Category : Beslutningsstøttesystemer
ISBN : PSU:000033733135

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Decision Support Systems in the Twenty-first Century by George M. Marakas Pdf

For a Decision Support System course offered in business schools. Packed with essential information, this valuable text helps future business management professionals learn to make and support managerial decisions, providing a thorough understanding of the support aspect of DSS. Written from a cognitive processes and decision-making perspective, it concentrates on issues that emphasize managerial applications and the implication of decision support technology on those issues.

Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Author : Kenji Suzuki,Yisong Chen
Publisher : Springer
Page : 387 pages
File Size : 51,5 Mb
Release : 2018-01-09
Category : Technology & Engineering
ISBN : 9783319688435

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Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging by Kenji Suzuki,Yisong Chen Pdf

This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world. Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment. Presenting extensive information on this growing field of AI, the book offers a valuable reference guide for professors, students, researchers and professionals who want to learn about the most recent developments and advances in the field.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1538 pages
File Size : 53,6 Mb
Release : 2021-05-28
Category : Business & Economics
ISBN : 9781799890249

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Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by Management Association, Information Resources Pdf

Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Fundamentals of Clinical Data Science

Author : Pieter Kubben,Michel Dumontier,Andre Dekker
Publisher : Springer
Page : 219 pages
File Size : 46,9 Mb
Release : 2018-12-21
Category : Medical
ISBN : 9783319997131

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Fundamentals of Clinical Data Science by Pieter Kubben,Michel Dumontier,Andre Dekker Pdf

This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.

Decision Support Systems in Agriculture, Food and the Environment: Trends, Applications and Advances

Author : Manos, Basil,Matsatsinis, Nikolaos,Paparrizos, Konstantinos,Papathanasiou, Jason
Publisher : IGI Global
Page : 554 pages
File Size : 43,9 Mb
Release : 2010-06-30
Category : Education
ISBN : 9781615208821

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Decision Support Systems in Agriculture, Food and the Environment: Trends, Applications and Advances by Manos, Basil,Matsatsinis, Nikolaos,Paparrizos, Konstantinos,Papathanasiou, Jason Pdf

As national and international concern over sustainable resources becomes more prevalent, the need for decision support systems (DSS) increases. The applicable uses of a successful system can assist in the sustainability of resources, as well as the efficiency and management of the agri-environment industry. Decision Support Systems in Agriculture, Food and the Environment: Trends, Applications and Advances presents the development of DSS for managing agricultural and environmental systems, focusing on the exposition of innovative methodologies, from web-mobile systems to artificial intelligence and knowledge-based DSS, as well as their applications in every aspect from harvest planning to international food production and land management. This book provides an in depth look into the growing importance of DSS in agriculture.

Decision Support Systems and Industrial IoT in Smart Grid, Factories, and Cities

Author : Butun, Ismail
Publisher : IGI Global
Page : 285 pages
File Size : 44,7 Mb
Release : 2021-06-25
Category : Computers
ISBN : 9781799874706

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Decision Support Systems and Industrial IoT in Smart Grid, Factories, and Cities by Butun, Ismail Pdf

Internet of things (IoT) is an emerging research field that is rapidly becoming an important part of our everyday lives including home automation, smart buildings, smart things, and more. This is due to cheap, efficient, and wirelessly-enabled circuit boards that are enabling the functions of remote sensing/actuating, decentralization, autonomy, and other essential functions. Moreover, with the advancements in embedded artificial intelligence, these devices are becoming more self-aware and autonomous, hence making decisions themselves. Current research is devoted to the understanding of how decision support systems are integrated into industrial IoT. Decision Support Systems and Industrial IoT in Smart Grid, Factories, and Cities presents the internet of things and its place during the technological revolution, which is taking place now to bring us a better, sustainable, automated, and safer world. This book also covers the challenges being faced such as relations and implications of IoT with existing communication and networking technologies; applications like practical use-case scenarios from the real world including smart cities, buildings, and grids; and topics such as cyber security, user privacy, data ownership, and information handling related to IoT networks. Additionally, this book focuses on the future applications, trends, and potential benefits of this new discipline. This book is essential for electrical engineers, computer engineers, researchers in IoT, security, and smart cities, along with practitioners, researchers, academicians, and students interested in all aspects of industrial IoT and its applications.

Strategic Alignment Process and Decision Support Systems: Theory and Case Studies

Author : Shimizu, Tamio,de Carvalho, Marly Monteiro,Laurindo, Fernando Jos‚ Barbin
Publisher : IGI Global
Page : 357 pages
File Size : 40,8 Mb
Release : 2005-12-31
Category : Education
ISBN : 9781591409786

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Strategic Alignment Process and Decision Support Systems: Theory and Case Studies by Shimizu, Tamio,de Carvalho, Marly Monteiro,Laurindo, Fernando Jos‚ Barbin Pdf

"This book deals with strategic organizational decision-making providing techniques for improving the intelligence of actions by organizational decision-makers"--Provided by publisher.

Decision Support Systems for Sustainable Development

Author : Gregory E. Kersten,Zbigniew Mikolajuk,Anthony Gar-On Yeh
Publisher : Springer Science & Business Media
Page : 423 pages
File Size : 55,5 Mb
Release : 2007-05-08
Category : Business & Economics
ISBN : 9780306475429

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Decision Support Systems for Sustainable Development by Gregory E. Kersten,Zbigniew Mikolajuk,Anthony Gar-On Yeh Pdf

In recent years, much work has been done in formulating and clarifying the concept of sustainable development and related theoretical and research issues. Now, the challenge has shifted to designing and stimulating processes of effective planning and decision-making, at all levels of human activity, in such a way as to achieve local and global sustainable development. Information technology can help a great deal in achieving sustainable development by providing well-designed and useful tools for decision makers. One such tool is the decision support system, or DSS. This book explores the area of DSS in the context of sustainable development. As DSS is a very new technique, especially in the developing world, this book will serve as a reference text, primarily for managers, government officials, and information professionals in developing countries. It covers the concept of sustainable development, defines DSS and how it can be used in the planning and management of sustainable development, and examines the state of the art in DSS use. Other interested readers will include students, teachers, and analysts in information sciences; DSS designers, developers, and implementors; and international development agencies.

Decision Support Systems

Author : Chiang Jao
Publisher : BoD – Books on Demand
Page : 424 pages
File Size : 42,7 Mb
Release : 2010-01-01
Category : Computers
ISBN : 9789537619640

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Decision Support Systems by Chiang Jao Pdf

Decision support systems (DSS) have evolved over the past four decades from theoretical concepts into real world computerized applications. DSS architecture contains three key components: knowledge base, computerized model, and user interface. DSS simulate cognitive decision-making functions of humans based on artificial intelligence methodologies (including expert systems, data mining, machine learning, connectionism, logistical reasoning, etc.) in order to perform decision support functions. The applications of DSS cover many domains, ranging from aviation monitoring, transportation safety, clinical diagnosis, weather forecast, business management to internet search strategy. By combining knowledge bases with inference rules, DSS are able to provide suggestions to end users to improve decisions and outcomes. This book is written as a textbook so that it can be used in formal courses examining decision support systems. It may be used by both undergraduate and graduate students from diverse computer-related fields. It will also be of value to established professionals as a text for self-study or for reference.

Intelligent Decision-making Support Systems

Author : Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T.
Publisher : Springer Science & Business Media
Page : 503 pages
File Size : 43,8 Mb
Release : 2007-03-30
Category : Technology & Engineering
ISBN : 9781846282317

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Intelligent Decision-making Support Systems by Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T. Pdf

This book will be bought by researchers and graduates students in Artificial Intelligence and management as well as practising managers and consultants interested in the application of IT and information systems in real business environment.

Decision Support Systems

Author : George-M. Marakas
Publisher : Unknown
Page : 611 pages
File Size : 46,6 Mb
Release : 2007
Category : Data mining
ISBN : 9861545611

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Decision Support Systems by George-M. Marakas Pdf

Decision Support Systems XIII. Decision Support Systems in An Uncertain World: The Contribution of Digital Twins

Author : Shaofeng Liu,Pascale Zaraté,Daouda Kamissoko,Isabelle Linden,Jason Papathanasiou
Publisher : Springer Nature
Page : 313 pages
File Size : 43,7 Mb
Release : 2023-05-17
Category : Computers
ISBN : 9783031325342

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Decision Support Systems XIII. Decision Support Systems in An Uncertain World: The Contribution of Digital Twins by Shaofeng Liu,Pascale Zaraté,Daouda Kamissoko,Isabelle Linden,Jason Papathanasiou Pdf

This book constitutes the proceedings of the 9th International Conference on Decision Support Systems Technologies, ICDSST 2023, held during May 30 – June 1, 2023. The EWG-DSS series of International Conference on Decision Support System Technology (ICDSST) is planned to consolidate the tradition of annual events organized by the EWG-DSS in offering a platform for European and international DSS communities, comprising the academic and industrial sectors, to present state-of-the-art DSS research and developments, to discuss current challenges that surround decision-making processes, to exchange ideas about realistic and innovative solutions, and to co-develop potential business opportunities. The main theme of this year was “Decision Support Systems in An Uncertain World: The Contribution of Digital Twins”. The 21 papers presented in this volume were carefully reviewed and selected from 65 submissions. They were organized in topical sections as follows: DSS models, methods, and tools; DSS for business performance and stakeholders; DSS applications for sustainability in health, energy and transportation; and DSS users and successful adoption.