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  • Industrial Applications of Machine Learning

    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society. It explores ... Read more

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  • Explainable Artificial Intelligence and Process Mining Applications for Healthcare

    Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the Third International Workshop on Explainable Artificial Intelligence in Healthcare, XAI-Healthcare 2023, and the First International Workshop on Process Mining Applications for Healthcare, PM4H 2023, which took place in conjunction with AIME 2023 in Portoroz, Slovenia, on June 15, 2023.The 7 full papers included from XAI-Healthcare were carefully ... Read more

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  • Biomedical Informatics

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    Series series Medicine (R0)
    The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of ... Read more

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  • Clinical Decision Support

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    This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare information systems and delivery to point of care for providers, as well as facilitation of direct to consumer access. A case study section ... Read more

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  • Artificial Intelligence in Medical Imaging

    From Theory to Clinical Practice

    Choice Recommended Title, January 2021This book, written by authors with more than a decade of experience in the design and development of artificial intelligence (AI) systems in medical imaging, will guide readers in the understanding of one of the most exciting fields today.After an introductory description of classical machine learning techniques, the fundamentals of deep learning are explained ... Read more

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  • Information Technology in Bio- and Medical Informatics

    7th International Conference, ITBAM 2016, Porto, Portugal, September 5-8, 2016, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 7th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2016, held in Porto, Portugal, in September 2016, in conjunction with DEXA 2016.The 9 revised long papers presented together with 11 poster papers were carefully reviewed and selected from 26 submissions. The papers address the following topics: ... Read more

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  • Biomedical Informatics

    Lecture Notes to LV 444.152

    Medical Informatics is defined as an interdisciplinary field studying the effective use of biomedical data, information and knowledge for scientific inquiry, problem solving, and decision making, motivated by efforts to improve human health. To emphasize the broad character it is called Biomedical Informatics. The course LV 444.152 consists of the following 12 lectures: 1. Introduction: Computer ... Read more

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  • Biomedical Informatics

    Computer Applications in Health Care and Biomedicine

    Series series Medicine (R0)
    This 5th edition of this essential textbook continues to meet the growing demand of practitioners, researchers, educators, and students for a comprehensive introduction to key topics in biomedical informatics and the underlying scientific issues that sit at the intersection of biomedical science, patient care, public health and information technology (IT). Emphasizing the conceptual basis of the ... Read more

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  • Biomedical Informatics

    Discovering Knowledge in Big Data

    Series series Engineering (R0)
    This book provides a broad overview of the topic Bioinformatics with focus on data, information and knowledge. From data acquisition and storage to visualization, ranging through privacy, regulatory and other practical and theoretical topics, the author touches several fundamental aspects of the innovative interface between Medical and Technology domains that is Biomedical Informatics. Each ... Read more

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  • Introduction to Clinical Informatics

    Translated by B. Phister ...
    Series series Medicine (R0)
    Introduction to Clinical Informatics fills a void in the Computer in Health Care series. With this volume, Patrice Degoulet and Marius Fieschi provide a comprehensive view of medical informatics and carry that concept forward into the realm of clinical informatics. The authors draw upon their experi ences as medical school faculty members in France, where informatics has long been integrated into ... Read more

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  • Revolutionizing Healthcare 5.0: The Power of Generative AI

    Advancements in Patient Care Through Generative AI Algorithms

    Series series Medicine (R0)
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    Series series Data Analytics Applications
    This book shows healthcare professionals how to turn data points into meaningful knowledge upon which they can take effective action. Actionable intelligence can take many forms, from informing health policymakers on effective strategies for the population to providing direct and predictive insights on patients to healthcare providers so they can achieve positive outcomes. It can assist those ... Read more

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