Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering

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Publisher : Academic Press
ISBN 13 : 0128240873
Total Pages : 334 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering by : Ilker Ozsahin

Download or read book Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering written by Ilker Ozsahin and published by Academic Press. This book was released on 2021-03-25 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering contains several practical applications on how decision-making theory could be used in solving problems relating to the selection of best alternatives. The book focuses on assisting decision-makers (government, organizations, companies, general public, etc.) in making the best and most appropriate decision when confronted with multiple alternatives. The purpose of the analytical MCDM techniques is to support decision makers under uncertainty and conflicting criteria while making logical decisions. The knowledge of the alternatives of the real-life problems, properties of their parameters, and the priority given to the parameters have a great effect on consequences in decision-making. In this book, the application of MCDM has been provided for the real-life problems in health and biomedical engineering issues. Provides a comprehensive analysis and application multi-criteria decision-making methods Presents detail information about MCDM and their usage Covers state-of-the-art MCDM methods and offers applications of MCDM for health and biomedical engineering purposes

Multi-Criteria Decision Making Theory and Applications in Sustainable Healthcare

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Publisher : CRC Press
ISBN 13 : 1000867897
Total Pages : 275 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Multi-Criteria Decision Making Theory and Applications in Sustainable Healthcare by : Mohamed Abdel-Basset

Download or read book Multi-Criteria Decision Making Theory and Applications in Sustainable Healthcare written by Mohamed Abdel-Basset and published by CRC Press. This book was released on 2023-05-09 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Criteria Decision Making Theory and Applications in Sustainable Healthcare, 1st Edition, is an excellent compilation of current and advanced Multi-Criteria Decision Making (MCDM) techniques and their applications to multiple recent and innovative healthcare analytics problems. The healthcare business has expanded rapidly in recent years, and one of the top priorities in the sector is now the efficacy and efficiency of the various healthcare delivery systems. The entire performance of hospitals must be improved if the healthcare business wants to see an improvement in both the satisfaction and safety of their patients. Finding the best medical facility among many of its competitors may be difficult since there are so many, and they are so highly diverse in terms of features and performance trade-offs. This book has brought together the introductory discussions, fundamental concepts, challenges, and insights of multiple advanced healthcare management problems along with the application of MCDM to obtain the best option among multiple alternatives. A few important takeaways from this book are: Developing an efficient model for supplier performance evaluation and selection in healthcare industries with incomplete information. A computational reliance approach for assessing healthcare service quality aspects and their measurement in an uncertain environment. An efficient and provable approach for recommending suitable mobile healthcare products under uncertain environments. Establishing a decision-making strategy to select healthcare waste treatment methods. Assessing the usability of mHealth applications in practice related to type 2 diabetes. The successful outcome of this book will enable a decision-maker or practitioner to pick a suitable MCDM technique when making decisions to prioritize the selection criteria of any healthcare-related problems to ensure a sustainable practice. .

Artificial Intelligence and Image Processing in Medical Imaging

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Publisher : Elsevier
ISBN 13 : 0323954634
Total Pages : 437 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Artificial Intelligence and Image Processing in Medical Imaging by : Walid A. Zgallai

Download or read book Artificial Intelligence and Image Processing in Medical Imaging written by Walid A. Zgallai and published by Elsevier. This book was released on 2024-01-18 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Image Processing in Medical Imaging deals with the applications of processing medical images with a view of improving the quality of the data in order to facilitate better decision- making. The book covers the basics of medical imaging and the fundamentals of image processing. It explains spatial and frequency domain applications of image processing, introduces image compression techniques and their applications, and covers image segmentation techniques and their applications. The book includes object detection and classification applications and provides an overall background to statistical analysis in biomedical systems. The role of Machine Learning, including Neural Networks, Deep Learning, and the implications of the expansion of artificial intelligence is also covered. With contributions from prominent researchers worldwide, this book provides up-to-date and comprehensive coverage of AI applications in image processing where readers will find the latest information with clear examples and illustrations. Provides the latest comprehensive coverage of the developments of AI techniques and the principles of medical imaging Covers all aspects of medical imaging, from acquisition, the use of hardware and software, image analysis and implementation of AI in problem solving Provides examples of medical imaging and how they’re processed, including segmentation, classification, and detection

Advances in Engineering Research and Application

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Publisher : Springer Nature
ISBN 13 : 3031222008
Total Pages : 1011 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Advances in Engineering Research and Application by : Duy Cuong Nguyen

Download or read book Advances in Engineering Research and Application written by Duy Cuong Nguyen and published by Springer Nature. This book was released on 2022-12-01 with total page 1011 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Conference on Engineering Research and Applications (ICERA 2022), held on December 1-2, 2022, at Thai Nguyen University of Technology in Thai Nguyen, Vietnam, provided an international forum to disseminate information on latest theories and practices in engineering research and applications. The conference focused on original research work in areas including mechanical engineering, materials and mechanics of materials, mechatronics and micro mechatronics, automotive engineering, electrical and electronics engineering, information and communication technology. By disseminating the latest advances in the field, the Proceedings of ICERA 2022, Advances in Engineering Research and Application, assists academics and professionals alike to reshape their thinking on sustainable development.

Artificial Intelligence Methods for Optimization of the Software Testing Process

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Publisher : Academic Press
ISBN 13 : 0323912826
Total Pages : 232 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Artificial Intelligence Methods for Optimization of the Software Testing Process by : Sahar Tahvili

Download or read book Artificial Intelligence Methods for Optimization of the Software Testing Process written by Sahar Tahvili and published by Academic Press. This book was released on 2022-07-21 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence Methods for Optimization of the Software Testing Process: With Practical Examples and Exercises presents different AI-based solutions for overcoming the uncertainty found in many initial testing problems. The concept of intelligent decision making is presented as a multi-criteria, multi-objective undertaking. The book provides guidelines on how to manage diverse types of uncertainty with intelligent decision-making that can help subject matter experts in many industries improve various processes in a more efficient way. As the number of required test cases for testing a product can be large (in industry more than 10,000 test cases are usually created). Executing all these test cases without any particular order can impact the results of the test execution, hence this book fills the need for a comprehensive resource on the topics on the how's, what's and whys. To learn more about Elsevier’s Series, Uncertainty, Computational Techniques and Decision Intelligence, please visit this link: https://www.elsevier.com/books-and-journals/book-series/uncertainty-computational-techniques-and-decision-intelligence Presents one of the first empirical studies in the field, contrasting theoretical assumptions on innovations in a real industrial environment with a large set of use cases from developed and developing testing processes at various large industries Explores specific comparative methodologies, focusing on developed and developing AI-based solutions Serves as a guideline for conducting industrial research in the artificial intelligence and software testing domain Explains all proposed solutions through real industrial case studies

Multi-Criteria Decision Analysis to Support Healthcare Decisions

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Publisher : Springer
ISBN 13 : 3319475401
Total Pages : 329 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Multi-Criteria Decision Analysis to Support Healthcare Decisions by : Kevin Marsh

Download or read book Multi-Criteria Decision Analysis to Support Healthcare Decisions written by Kevin Marsh and published by Springer. This book was released on 2017-04-18 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Representing the first collection on the topic, this book builds from foundations to case studies, to future prospects, providing the reader with a rich and comprehensive understanding of the use of multi-criteria decision analysis (MCDA) in healthcare. The first section of the collection presents the foundations of MCDA as it is applied to healthcare decisions, providing guidance on the ethical and theoretical underpinnings of MCDA and how to select MCDA methods appropriate to different decision settings. Section two comprises a collection of case studies spanning the decision continuum, including portfolio development, benefit–risk assessment, health technology assessment, priority setting, resource optimisation, clinical practice and shared decision making. Section three explores future directions in the application of MCDA to healthcare and identifies opportunities for further research to support these.

Marketing and Smart Technologies

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Publisher : Springer Nature
ISBN 13 : 9819715520
Total Pages : 859 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Marketing and Smart Technologies by : José Luís Reis

Download or read book Marketing and Smart Technologies written by José Luís Reis and published by Springer Nature. This book was released on with total page 859 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Intelligence

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Publisher : Springer Nature
ISBN 13 : 9819708273
Total Pages : 373 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Applied Intelligence by : De-Shuang Huang

Download or read book Applied Intelligence written by De-Shuang Huang and published by Springer Nature. This book was released on with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Machine Learning and Multi-Criteria Decision-Making in Healthcare

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Author :
Publisher : Bentham Science Publishers
ISBN 13 : 168108872X
Total Pages : 316 pages
Book Rating : 4.6/5 (81 download)

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Book Synopsis Applied Machine Learning and Multi-Criteria Decision-Making in Healthcare by : Ilker Ozsahin

Download or read book Applied Machine Learning and Multi-Criteria Decision-Making in Healthcare written by Ilker Ozsahin and published by Bentham Science Publishers. This book was released on 2021-11-18 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an ideal foundation for readers to understand the application of artificial intelligence (AI) and machine learning (ML) techniques to expert systems in the healthcare sector. It starts with an introduction to the topic and presents chapters which progressively explain decision-making theory that helps solve problems which have multiple criteria that can affect the outcome of a decision. Key aspects of the subject such as machine learning in healthcare, prediction techniques, mathematical models and classification of healthcare problems are included along with chapters which delve in to advanced topics on data science (deep-learning, artificial neural networks, etc.) and practical examples (influenza epidemiology and retinoblastoma treatment analysis). Key Features: - Introduces readers to the basics of AI and ML in expert systems for healthcare - Focuses on a problem solving approach to the topic - Provides information on relevant decision-making theory and data science used in the healthcare industry - Includes practical applications of AI and ML for advanced readers - Includes bibliographic references for further reading The reference is an accessible source of knowledge on multi-criteria decision-support systems in healthcare for medical consultants, healthcare policy makers, researchers in the field of medical biotechnology, oncology and pharmaceutical research and development.

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

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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.

Healthcare Management Engineering: What Does This Fancy Term Really Mean?

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Publisher : Springer Science & Business Media
ISBN 13 : 9781461420682
Total Pages : 121 pages
Book Rating : 4.4/5 (26 download)

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Book Synopsis Healthcare Management Engineering: What Does This Fancy Term Really Mean? by : Alexander Kolker

Download or read book Healthcare Management Engineering: What Does This Fancy Term Really Mean? written by Alexander Kolker and published by Springer Science & Business Media. This book was released on 2011-12-02 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Briefs Series book illustrates in depth a concept of healthcare management engineering and its domain for hospital and clinic operations. Predictive and analytic decision-making power of management engineering methodology is systematically compared to traditional management reasoning by applying both side by side to analyze 26 concrete operational management problems adapted from hospital and clinic practice. The problem types include: clinic, bed and operating rooms capacity; patient flow; staffing and scheduling; resource allocation and optimization; forecasting of patient volumes and seasonal variability; business intelligence and data mining; and game theory application for allocating cost savings between cooperating providers. Detailed examples of applications are provided for quantitative methods such as discrete event simulation, queuing analytic theory, linear and probabilistic optimization, forecasting of a time series, principal component decomposition of a data set and cluster analysis, and the Shapley value for fair gain sharing between cooperating participants. A summary of some fundamental management engineering principles is provided. The goal of the book is to help to bridge the gap in mutual understanding and communication between management engineering professionals and hospital and clinic administrators. The book is intended primarily for hospital/clinic leadership who are in charge of making managerial decisions. This book can also serve as a compendium of introductory problems/projects for graduate students in Healthcare Management and Administration, as well as for MBA programs with an emphasis in Healthcare.

Decision Making in Health Care

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Publisher : Cambridge University Press
ISBN 13 : 9780521541244
Total Pages : 456 pages
Book Rating : 4.5/5 (412 download)

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Book Synopsis Decision Making in Health Care by : Gretchen B. Chapman

Download or read book Decision Making in Health Care written by Gretchen B. Chapman and published by Cambridge University Press. This book was released on 2000 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision Making in Health Care, first published in 2000, is a comprehensive overview of the field of medical decision making.

Medical Device Data and Modeling for Clinical Decision Making

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Publisher : Artech House
ISBN 13 : 1608070956
Total Pages : 357 pages
Book Rating : 4.6/5 (8 download)

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Book Synopsis Medical Device Data and Modeling for Clinical Decision Making by : John R. Zaleski

Download or read book Medical Device Data and Modeling for Clinical Decision Making written by John R. Zaleski and published by Artech House. This book was released on 2011 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This cutting-edge volume is the first book that provides you with practical guidance on the use of medical device data for bioinformatics modeling purposes. You learn how to develop original methods for communicating with medical devices within healthcare enterprises and assisting with bedside clinical decision making. The book guides in the implementation and use of clinical decision support methods within the context of electronic health records in the hospital environment.This highly valuable reference also teaches budding biomedical engineers and bioinformaticists the practical benefits of using medical device data. Supported with over 100 illustrations, this all-in-one resource discusses key concepts in detail and then presents clear implementation examples to give you a complete understanding of how to use this knowledge in the field.

Contributions to the theory of sensitivity and stability analysis of multi-criteria decision models, with applications to medical decision making

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Contributions to the theory of sensitivity and stability analysis of multi-criteria decision models, with applications to medical decision making by : Magda Gabriela Sava

Download or read book Contributions to the theory of sensitivity and stability analysis of multi-criteria decision models, with applications to medical decision making written by Magda Gabriela Sava and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Medical Devices

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Publisher : Springer Nature
ISBN 13 : 3030856534
Total Pages : 284 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Medical Devices by : Carlo Boccato

Download or read book Medical Devices written by Carlo Boccato and published by Springer Nature. This book was released on 2022-02-24 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides caregivers and administrators with high-quality support for strategic decision making in the selection and use of medical devices so as to ensure value optimization. Medical treatment is increasingly complex, with wide application of medical devices and corresponding involvement of physics and engineering. A multidisciplinary methodology that brings together expertise from key disciplines in a holistic, system-oriented approach is essential in controlling this complexity and further improving health care. This book will help readers to understand the design, validation, and application of medical devices and the standards and regulations that apply to them across the world. In addition, it provides technical, operational, and economic perspectives on their use. The relevance of concepts such as expenditure optimization and sustainability to medical device technology is explained and healthcare reimbursement systems are discussed from different points of view. Readers will gain a clear appreciation of the managerial and economic implications of the use of medical devices and how to get the most out of them. Academic research, industrial experiences, and case studies are presented as appropriate.

Medical Device Data and Modeling for Clinical Decision Making

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Publisher : Artech House Publishers
ISBN 13 : 9781608070947
Total Pages : 344 pages
Book Rating : 4.0/5 (79 download)

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Book Synopsis Medical Device Data and Modeling for Clinical Decision Making by : John Zaleski

Download or read book Medical Device Data and Modeling for Clinical Decision Making written by John Zaleski and published by Artech House Publishers. This book was released on 2011 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation This cutting-edge volume is the first book that provides you with practical guidance on the use of medical device data for bioinformatics modeling purposes. You learn how to develop original methods for communicating with medical devices within healthcare enterprises and assisting with bedside clinical decision making. The book guides in the implementation and use of clinical decision support methods within the context of electronic health records in the hospital environment. This highly valuable reference also teaches budding biomedical engineers and bioinformaticists the practical benefits of using medical device data. Supported with over 100 illustrations, this all-in-one resource discusses key concepts in detail and then presents clear implementation examples to give you a complete understanding of how to use this knowledge in the field.

Application of Multi-Criteria Decision Analysis in Environmental and Civil Engineering

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Publisher : Springer Nature
ISBN 13 : 303064765X
Total Pages : 206 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Application of Multi-Criteria Decision Analysis in Environmental and Civil Engineering by : Dilber Uzun Ozsahin

Download or read book Application of Multi-Criteria Decision Analysis in Environmental and Civil Engineering written by Dilber Uzun Ozsahin and published by Springer Nature. This book was released on 2021-02-28 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of a multi-criteria, decision-making theory was first studied in the 1970s. Its application in civil and environmental engineering is a new approach which can be enormously helpful for manufacturing companies, students, managers, engineers, etc. The purpose of this book is to provide a resource for students and researchers that includes current application of a multi-criteria, decision-making theory in various fields such as: environment, healthcare and engineering. In addition, practical application are shown for students manually. In real life problems there are many critical parameters (criteria) that can directly or indirectly affect the consequences of different decisions. Application of a multi-criteria, decision-making theory is basically the use of computational methods that incorporate several criteria and order of preference in evaluating and selecting the best option among many alternatives based on the desired outcome.