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  • Data Mining for Bioinformatics

    Covering theory, algorithms, and methodologies, as well as data mining technologies, Data Mining for Bioinformatics provides a comprehensive discussion of data-intensive computations used in data mining with applications in bioinformatics. It supplies a broad, yet in-depth, overview of the application domains of data mining for bioinformatics to he ... Leer más

    $73.99 USD

  • Data Mining and Machine Learning in Cybersecurity

    With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible ... Leer más

    $132.99 USD

  • Data Mining in Biomedical Imaging, Signaling, and Systems

    Edición de Sumeet Dua, Rajendra Acharya U ...
    This comprehensive volume demonstrates the broad scope of uses for data mining and includes detailed strategies and methodologies for analyzing data from biomedical images, signals, and systems. Written by experts in the field, it presents data mining techniques in the context of various important clinical issues, including diagnosis and grading of depression, identification and classification of ... Leer más

    $69.99 USD

  • Machine Learning in Healthcare Informatics

    Series series Engineering (R0)
    The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi ... Leer más

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  • Computing, Analytics and Networks

    First International Conference, ICAN 2017, Chandigarh, India, October 27-28, 2017, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the revised selected papers from the First International Conference on Computing, Analytics and Networks, ICAN 2017, held in Rajpura, India, in October 2017.The 20 revised full papers presented in this volume were carefully reviewed and selected from 56 submissions. They are organized in topical sections on Mobile Cloud Computing; Big Data Analytics; Secure Networks.Five ... Leer más

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  • Modelling Methodology for Physiology and Medicine

    Modelling Methodology for Physiology and Medicine, Second Edition, offers a unique approach and an unprecedented range of coverage of the state-of-the-art, advanced modeling methodology that is widely applicable to physiology and medicine. The second edition, which is completely updated and expanded, opens with a clear and integrated treatment of advanced methodology for developing mathematical ... Leer más

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  • Deep Learning for Medical Image Analysis

    Series series The MICCAI Society book Series
    Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration ... Leer más

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  • Machine Learning in Radiation Oncology

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    Series series Medicine (R0)
    This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in ... Leer más

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  • Healthcare Analytics

    From Data to Knowledge to Healthcare Improvement

    Edición de Hui Yang, Eva K. Lee ...
    Series series Wiley Series in Operations Research and Management Science
    Features of statistical and operational research methods and tools being used to improve the healthcare industryWith a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and comprehensive treatment on recent research advancements in data-driven healthcare analytics in an effort ... Leer más

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  • Medical Imaging in Clinical Applications

    Algorithmic and Computer-Based Approaches

    Series series Engineering (R0)
    This volume comprises of 21 selected chapters, including two overview chapters devoted to abdominal imaging in clinical applications supported computer aided diagnosis approaches as well as different techniques for solving the pectoral muscle extraction problem in the preprocessing part of the CAD systems for detecting breast cancer in its early stage using digital mammograms. The aim of this book ... Leer más

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  • Advances in Biomedical Informatics

    Edición de Lakhmi C. Jain, Dawn E. Holmes ...
    Series series Engineering (R0)
    This book presents authoritative recent research on Biomedical Informatics, bringing together contributions from some of the most respected researchers in this field.Biomedical Informatics represents a growing area of interest and innovation in the management of health-related data, and is essential to the development of focused computational models. Outlining the direction of current research, ... Leer más

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  • Biomedical Texture Analysis

    Fundamentals, Tools and Challenges

    Series series The MICCAI Society book Series
    Biomedical Texture Analysis: Fundamentals, Applications, Tools and Challenges describes the fundamentals and applications of biomedical texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design approaches when compared to more classical computer vision applications. The fundamental properties of BTs are given to ... Leer más

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