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Intelligent Medical Decision Support System Based on Imperfect Information, Krzysztof Dyczkowski


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Автор: Krzysztof Dyczkowski
Название:  Intelligent Medical Decision Support System Based on Imperfect Information
ISBN: 9783319883632
Издательство: Springer
Классификация:



ISBN-10: 3319883631
Обложка/Формат: Soft cover
Страницы: 123
Вес: 0.24 кг.
Дата издания: 2018
Серия: Studies in Computational Intelligence
Язык: English
Издание: Softcover reprint of
Иллюстрации: 51 illustrations, color; 4 illustrations, black and white; xxi, 123 p. 55 illus., 51 illus. in color.
Размер: Book (Paperback Initiative)
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Подзаголовок: The Case of Ovarian Tumor Diagnosis
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book discusses computer-supported medical diagnosis with a particular focus on ovarian tumor diagnosis – since ovarian cancer is difficult to diagnose and has high mortality rates, especially in Central and Eastern Europe. It presents the theoretical foundations (both medical and mathematical) of the intelligent OvaExpert system, which supports decision-making in tumor diagnosis. OvaExpert was created primarily to help gynecologists predict the malignancy of ovarian tumors by applying the existing diagnostic models and using modern methods of computational intelligence that accommodate imprecise and imperfect medical data, both of which are common features of everyday medical practice. The book presents novel methods based on interval-valued fuzzy sets and the theory of their cardinalities.

Дополнительное описание: Introduction.- Medical foundations.- Elements of fuzzy set theory.- Cardinalities of interval-valued fuzzy sets and their applications in decision making with imperfect information.- OvaExpert System.- Summary.


Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Автор: Kenji Suzuki; Yisong Chen
Название: Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging
ISBN: 3319688421 ISBN-13(EAN): 9783319688428
Издательство: Springer
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Цена: 149060.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 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.

Intelligent Decision Support in Process Environments

Автор: E. Hollnagel; G. Mancini; D. D. Woods
Название: Intelligent Decision Support in Process Environments
ISBN: 3642503314 ISBN-13(EAN): 9783642503313
Издательство: Springer
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Цена: 46570.00 T
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Описание: Proceedings of the NATO Advanced Study Institute on Intelligent Decision Support in Process Environments, held in San Miniato, Italy, September 16-27, 1985

Exploring Intelligent Decision Support Systems

Автор: Rafael Valencia-Garc?a; Mario Andr?s Paredes-Valve
Название: Exploring Intelligent Decision Support Systems
ISBN: 3319892665 ISBN-13(EAN): 9783319892665
Издательство: Springer
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Цена: 107130.00 T
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Описание: This book presents innovative and high-quality research regarding advanced decision support systems (DSSs). It describes the foundations, methods, methodologies, models, tools, and techniques for designing, developing, implementing and evaluating advanced DSSs in different fields, including finance, health, emergency management, industry and pollution control. Decision support systems employ artificial intelligence methods to heuristically address problems that are cannot be solved using formal techniques. In this context, technologies such as the Semantic Web, linked data, big data, and machine learning are being applied to provide integrated support for individuals and organizations to make more rational decisions. The book is organized into two parts. The first part covers decision support systems for industry, while the second part presents case studies related to clinical emergency management and pollution control.

Intelligent Decision Support Systems—A Journey to Smarter Healthcare

Автор: Smaranda Belciug; Florin Gorunescu
Название: Intelligent Decision Support Systems—A Journey to Smarter Healthcare
ISBN: 3030143538 ISBN-13(EAN): 9783030143534
Издательство: Springer
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Цена: 93160.00 T
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Описание: The goal of this book is to provide, in a friendly and refreshing manner, both theoretical concepts and practical techniques for the important and exciting field of Artificial Intelligence that can be directly applied to real-world healthcare problems. Healthcare – the final frontier. Lately, it seems like Pandora opened the box and evil was released into the world. Fortunately, there was one thing left in the box: hope. In recent decades, hope has been increasingly represented by Intelligent Decision Support Systems. Their continuing mission: to explore strange new diseases, to seek out new treatments and drugs, and to intelligently manage healthcare resources and patients. Hence, this book is designed for all those who wish to learn how to explore, analyze and find new solutions for the most challenging domain of all time: healthcare.

Intelligent Medical Decision Support System Based on Imperfect Information

Автор: Krzysztof Dyczkowski
Название: Intelligent Medical Decision Support System Based on Imperfect Information
ISBN: 3319670042 ISBN-13(EAN): 9783319670041
Издательство: Springer
Рейтинг:
Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book discusses computer-supported medical diagnosis with a particular focus on ovarian tumor diagnosis - since ovarian cancer is difficult to diagnose and has high mortality rates, especially in Central and Eastern Europe.

Advances in Intelligent Analysis of Medical Data and Decision Support Systems

Автор: Roumen Kountchev; Barna Iantovics
Название: Advances in Intelligent Analysis of Medical Data and Decision Support Systems
ISBN: 3319033751 ISBN-13(EAN): 9783319033754
Издательство: Springer
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Цена: 113180.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents new ideas and advances in medical informatics systems, including intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and for the global healthcare system.

Advances in Intelligent Analysis of Medical Data and Decision Support Systems

Автор: Roumen Kountchev; Barna Iantovics
Название: Advances in Intelligent Analysis of Medical Data and Decision Support Systems
ISBN: 3319000284 ISBN-13(EAN): 9783319000282
Издательство: Springer
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Цена: 130610.00 T
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Описание: This book presents new ideas and advances in medical informatics systems, including intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and for the global healthcare system.

Knowledge-Based Intelligent Information and Engineering Systems

Автор: Ignac Lovrek
Название: Knowledge-Based Intelligent Information and Engineering Systems
ISBN: 3540855629 ISBN-13(EAN): 9783540855620
Издательство: Springer
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Цена: 107130.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the proceedings of the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008. This volume covers topics such as artificial neural networks and connectionists systems; fuzzy and neuro-fuzzy systems; and, evolutionary computation.

Knowledge-Based Intelligent Information and Engineering Systems

Автор: Ignac Lovrek
Название: Knowledge-Based Intelligent Information and Engineering Systems
ISBN: 3540855661 ISBN-13(EAN): 9783540855668
Издательство: Springer
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Цена: 130430.00 T
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Описание: Constitutes the refereed proceedings of the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008. This volume covers topics such as intelligent data processing in process systems and plants; and, neural information processing for data mining.

Advanced topics in intelligent information and database systems.

Автор: Dariusz Kro?l
Название: Advanced topics in intelligent information and database systems.
ISBN: 3319566598 ISBN-13(EAN): 9783319566597
Издательство: Springer
Рейтинг:
Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents recent research in intelligent information and database systems. The carefully selected contributions were initially accepted for presentation as posters at the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017) held from to 5 April 2017 in Kanazawa, Japan. While the contributions are of an advanced scientific level, several are accessible for non-expert readers.

The book brings together 47 chapters divided into six main parts:* Part I. From Machine Learning to Data Mining.* Part II. Big Data and Collaborative Decision Support Systems,* Part III.

Computer Vision Analysis, Detection, Tracking and Recognition,* Part IV. Data-Intensive Text Processing,* Part V. Innovations in Web and Internet Technologies, and* Part VI.

New Methods and Applications in Information and Software Engineering. The book is an excellent resource for researchers and those working in algorithmics, artificial and computational intelligence, collaborative systems, decision management and support systems, natural language processing, image and text processing, Internet technologies, and information and software engineering, as well as for students interested in such research areas.


Intelligent Decision Support Systems for Sustainable Computing

Автор: Arun Kumar Sangaiah; Ajith Abraham; Patrick Siarry
Название: Intelligent Decision Support Systems for Sustainable Computing
ISBN: 3319531522 ISBN-13(EAN): 9783319531526
Издательство: Springer
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Цена: 139750.00 T
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Описание: Intelligent Decision Support Systems for Sustainable Computing.- A Genetic Algorithm based Efficient Load Distribution Strategy for Handling Large Scale Workloads on Sustainable Computing Systems.- Efficiency in Energy Decision Support Systems using Soft Computing Techniques.- Computational Intelligence Based Heuristic Approach for Maximizing Energy Efficiency in Internet of Things.- Distributed Algorithm with Inherent Intelligence for Multi-Cloud Resource Provisioning.- Parameter Optimization methods based on Computational Intelligence Techniques in Context of Sustainable Computing.- The Maximum Power Point tracking using Fuzzy Logic Algorithm for DC Motor based Conveyor System.- Differential Evolution Based Significant Data Region Identification on Large Storage Drives.- A Fuzzy Based Power Switching Selection for Residential Application to beat Peak Time Power Demand.- Energy Saving Using Memorization: A Novel Energy-Efficient and Fault Tolerant Algorithm.- Analyzing Slavic Textual Sentiment using Deep Convolutional Neural Networks.- Intelligent Decision Support System for an Integrated Pest Management in Apple Orchard.- Analysis of Error Propagation in Safety Critical Software Systems: An Approach based on UGF.- A Framework for Analyzing Uncertainty in Data using Computational Intelligence Techniques.-


Advanced Intelligent Computational Technologies and Decision Support Systems

Автор: Barna Iantovics; Roumen Kountchev
Название: Advanced Intelligent Computational Technologies and Decision Support Systems
ISBN: 3319033875 ISBN-13(EAN): 9783319033877
Издательство: Springer
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Цена: 104480.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers ideas, algorithms and case studies on such topics as intelligent predictive diagnosis; analysis of medical images; Medical Decision Support Systems; computational tools for fetal monitoring; Electronic Healthcare Record Systems and more.


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