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  • Advanced Analytics and Deep Learning Models

    Series series Next Generation Computing and Communication Engineering
    Advanced Analytics and Deep Learning ModelsThe book provides readers with an in-depth understanding of concepts and technologies related to the importance of analytics and deep learning in many useful real-world applications such as e-healthcare, transportation, agriculture, stock market, etc.Advanced analytics is a mixture of machine learning, artificial intelligence, graphs, text mining, data ... Read more

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  • Advances in Deep Learning for Medical Image Analysis

    This reference text introduces the classical probabilistic model, deep learning, and big data techniques for improving medical imaging and detecting various diseases.The text addresses a wide variety of application areas in medical imaging where deep learning techniques provide solutions with lesser human intervention and reduced time. It comprehensively covers important machine learning for ... Read more

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    Series series Intelligent Technologies and Robotics (R0)
    This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and ... Read more

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  • Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

    7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part I

    Series Book 1 - Springer Nature Proceedings Computer Science
    This two-volume set LNCS 12962 and 12963 constitutes the thoroughly refereed proceedings of the 7th International MICCAI Brainlesion Workshop, BrainLes 2021, as well as the RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge, the Federated Tumor Segmentation (FeTS) Challenge, the Cross-Modality Domain Adaptation (CrossMoDA) Challenge, and the challenge on Quantification of Uncertainties in ... Read more

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  • Big Data Analytics

    Tools and Technology for Effective Planning

    Series series Chapman & Hall/CRC Big Data Series
    The proposed book will discuss various aspects of big data Analytics. It will deliberate upon the tools, technology, applications, use cases and research directions in the field. Chapters would be contributed by researchers, scientist and practitioners from various reputed universities and organizations for the benefit of readers. ... Read more

    $233.99 USD

  • Radiomics and Its Clinical Application

    Artificial Intelligence and Medical Big Data

    Series series The MICCAI Society book Series
    The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher ... Read more

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  • Foundations of Data Science Based Healthcare Internet of Things

    Series series Engineering (R0)
    This book offers a basic understanding of the Internet of Things (IoT), its design issues and challenges for healthcare applications. It also provides details of the challenges of healthcare big data, role of big data in healthcare and techniques, and tools for IoT in healthcare. This book offers a strong foundation to a beginner. All technical details that include healthcare data collection unit, ... Read more

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  • Deep Learning, Machine Learning and IoT in Biomedical and Health Informatics

    Techniques and Applications

    Series series Biomedical Engineering
    Biomedical and Health Informatics is an important field that brings tremendous opportunities and helps address challenges due to an abundance of available biomedical data. This book examines and demonstrates state-of-the-art approaches for IoT and Machine Learning based biomedical and health related applications. This book aims to provide computational methods for accumulating, updating and ... Read more

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  • Healthcare and Knowledge Management for Society 5.0

    Trends, Issues, and Innovations

    Series series Demystifying Technologies for Computational Excellence
    Healthcare and knowledge management is the need of the era; this book investigates various challenges faced by practitioners in this area. It also covers the work to be done in the healthcare sector and the use of different computing techniques for better insight and decision-making.Healthcare and Knowledge Management for Society 5.0: Trends, Issues, and Innovations showcases the benefits of ... Read more

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  • Imaging Biomarkers

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    Series series Medicine (R0)
    This is the first book to cover all aspects of the development of imaging biomarkers and their integration into clinical practice, from the conceptual basis through to the technical aspects that need to be considered in order to ensure that medical imaging can serve as a powerful quantification instrument capable of providing valuable information on organ and tissue properties. The process of ... Read more

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  • Data Mining and Machine Learning Applications

    DATA MINING AND MACHINE LEARNING APPLICATIONSThe book elaborates in detail on the current needs of data mining and machine learning and promotes mutual understanding among research in different disciplines, thus facilitating research development and collaboration.Data, the latest currency of today’s world, is the new gold. In this new form of gold, the most beautiful jewels are data analytics and ... Read more

    $204.00 USD

  • Machine Learning in Radiation Oncology

    Theory and Applications

    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 ... Read more

    $80.99 USD