Deep Learning for Medical Decision Support Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 981156325X
Total Pages : 185 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Deep Learning for Medical Decision Support Systems by : Utku Kose

Download or read book Deep Learning for Medical Decision Support Systems written by Utku Kose and published by Springer Nature. This book was released on 2020-06-17 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1475739036
Total Pages : 265 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Clinical Decision Support Systems by : Eta S. Berner

Download or read book Clinical Decision Support Systems written by Eta S. Berner and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Intelligent Decision-making Support Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1846282314
Total Pages : 508 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Intelligent Decision-making Support Systems by : Jatinder N.D. Gupta

Download or read book Intelligent Decision-making Support Systems written by Jatinder N.D. Gupta and published by Springer Science & Business Media. This book was released on 2007-03-30 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

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Author :
Publisher : Springer
ISBN 13 : 331968843X
Total Pages : 387 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging by : Kenji Suzuki

Download or read book Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging written by Kenji Suzuki and published by Springer. This book was released on 2018-01-09 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Decision Support Systems for Business Intelligence

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118627237
Total Pages : 482 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Decision Support Systems for Business Intelligence by : Vicki L. Sauter

Download or read book Decision Support Systems for Business Intelligence written by Vicki L. Sauter and published by John Wiley & Sons. This book was released on 2014-08-21 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition "This is the most usable decision support systems text. [i]t is far better than any other text in the field" —Computing Reviews Computer-based systems known as decision support systems (DSS) play a vital role in helping professionals across various fields of practice understand what information is needed, when it is needed, and in what form in order to make smart and valuable business decisions. Providing a unique combination of theory, applications, and technology, Decision Support Systems for Business Intelligence, Second Edition supplies readers with the hands-on approach that is needed to understand the implications of theory to DSS design as well as the skills needed to construct a DSS. This new edition reflects numerous advances in the field as well as the latest related technological developments. By addressing all topics on three levels—general theory, implications for DSS design, and code development—the author presents an integrated analysis of what every DSS designer needs to know. This Second Edition features: Expanded coverage of data mining with new examples Newly added discussion of business intelligence and transnational corporations Discussion of the increased capabilities of databases and the significant growth of user interfaces and models Emphasis on analytics to encourage DSS builders to utilize sufficient modeling support in their systems A thoroughly updated section on data warehousing including architecture, data adjustment, and data scrubbing Explanations and implications of DSS differences across cultures and the challenges associated with transnational systems Each chapter discusses various aspects of DSS that exist in real-world applications, and one main example of a DSS to facilitate car purchases is used throughout the entire book. Screenshots from JavaScript® and Adobe® ColdFusion are presented to demonstrate the use of popular software packages that carry out the discussed techniques, and a related Web site houses all of the book's figures along with demo versions of decision support packages, additional examples, and links to developments in the field. Decision Support Systems for Business Intelligence, Second Edition is an excellent book for courses on information systems, decision support systems, and data mining at the advanced undergraduate and graduate levels. It also serves as a practical reference for professionals working in the fields of business, statistics, engineering, and computer technology.

Decision Support Systems

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Publisher : iUniverse
ISBN 13 : 9780595787579
Total Pages : 252 pages
Book Rating : 4.7/5 (875 download)

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Book Synopsis Decision Support Systems by : Daniel Power

Download or read book Decision Support Systems written by Daniel Power and published by iUniverse. This book was released on 2004-12-21 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision Support Systems: Frequently Asked Questions is the authoritative reference guide to computerized Decision Support Systems. Author Dan Power has spent almost 30 years building, studying and teaching others about computerized Decision Support Systems. Dr. Power is first and foremost a Decision Support evangelist and generalist. From his vantage point as editor of DSSResources.COM, he tracks a broad range of contemporary DSS topics. In this DSS FAQ, Dr. Power answers 83 frequently asked questions about computerized decision support systems. The FAQ covers a broad range of contemporary topics and the questions are organized into 8 chapters. DSS FAQ helps readers understand questions like: What is a DSS? What kind of DSS does Mr. X need? Does data modeling differ for a Data-Driven DSS? Is a Data Warehouse a DSS? Is tax preparation software an example of a DSS? What do I need to know about Data Warehousing/OLAP? What is a cost estimation DSS? What is a Spreadsheet-based DSS? Decision Support Systems: Frequently Asked Questions is a useful resource for IT specialists, students, professors and managers. It organizes important Ask Dan! questions (with answers) published in DSS News from 2000 through 2004.

Applying Decision Support Systems in Higher Education

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Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Applying Decision Support Systems in Higher Education by : John Rohrbaugh

Download or read book Applying Decision Support Systems in Higher Education written by John Rohrbaugh and published by . This book was released on 1986 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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

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Author :
Publisher : IGI Global
ISBN 13 : 1799890244
Total Pages : 1538 pages
Book Rating : 4.7/5 (998 download)

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

Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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Publisher : Springer
ISBN 13 : 3319997130
Total Pages : 219 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Fundamentals of Clinical Data Science by : Pieter Kubben

Download or read book Fundamentals of Clinical Data Science written by Pieter Kubben and published by Springer. This book was released on 2018-12-21 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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Publisher : BoD – Books on Demand
ISBN 13 : 9537619648
Total Pages : 424 pages
Book Rating : 4.5/5 (376 download)

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Book Synopsis Decision Support Systems by : Chiang Jao

Download or read book Decision Support Systems written by Chiang Jao and published by BoD – Books on Demand. This book was released on 2010-01-01 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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

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Publisher : IGI Global
ISBN 13 : 1615208828
Total Pages : 554 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Decision Support Systems in Agriculture, Food and the Environment: Trends, Applications and Advances by : Manos, Basil

Download or read book Decision Support Systems in Agriculture, Food and the Environment: Trends, Applications and Advances written by Manos, Basil and published by IGI Global. This book was released on 2010-06-30 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Education

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Publisher : IOS Press
ISBN 13 : 161499921X
Total Pages : 298 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Decision Support Systems and Education by : J. Mantas

Download or read book Decision Support Systems and Education written by J. Mantas and published by IOS Press. This book was released on 2018-10-18 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Developing Spreadsheet-based Decision Support Systems

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Author :
Publisher :
ISBN 13 : 9780975914687
Total Pages : 956 pages
Book Rating : 4.9/5 (146 download)

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Book Synopsis Developing Spreadsheet-based Decision Support Systems by :

Download or read book Developing Spreadsheet-based Decision Support Systems written by and published by . This book was released on 2011 with total page 956 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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

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Author :
Publisher : IGI Global
ISBN 13 : 1591409780
Total Pages : 357 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Strategic Alignment Process and Decision Support Systems: Theory and Case Studies by : Shimizu, Tamio

Download or read book Strategic Alignment Process and Decision Support Systems: Theory and Case Studies written by Shimizu, Tamio and published by IGI Global. This book was released on 2005-12-31 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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 and Industrial IoT in Smart Grid, Factories, and Cities

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Publisher : IGI Global
ISBN 13 : 1799874702
Total Pages : 285 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Decision Support Systems and Industrial IoT in Smart Grid, Factories, and Cities by : Butun, Ismail

Download or read book Decision Support Systems and Industrial IoT in Smart Grid, Factories, and Cities written by Butun, Ismail and published by IGI Global. This book was released on 2021-06-25 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Decision Support Systems

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Author :
Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Decision Support Systems by : Peter G. W. Keen

Download or read book Decision Support Systems written by Peter G. W. Keen and published by Addison Wesley Publishing Company. This book was released on 1978 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: GEODATA ANALYSIS AND DISPLAY SYSTEM; GENERALIZED MANAGEMENT INFORMATION SYSTEM.

Decision Support and Business Intelligence Systems

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Author :
Publisher : Pearson Education India
ISBN 13 : 9788131724255
Total Pages : 804 pages
Book Rating : 4.7/5 (242 download)

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Book Synopsis Decision Support and Business Intelligence Systems by : Turban

Download or read book Decision Support and Business Intelligence Systems written by Turban and published by Pearson Education India. This book was released on 2008-09 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: