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  • Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders

    by Sidong Liu ...
    Series series Computer Science (R0)
    This thesis covers various facets of brain image computing methods and illustrates the scientific understanding of neurodegenerative disorders based on four general aspects of multimodal neuroimaging computing: neuroimaging data pre-processing, brain feature modeling, pathological pattern analysis, and translational model development. It demonstrates how multimodal neuroimaging computing ... Read more

    $89.09 USD

  • Computational Neurosurgery

    Series series Biomedical and Life Sciences (R0)
    This comprehensive and authoritative reference presents the state-of-the-art computational methods applied to the field of neurosurgery. The book brings together leading neuroscientists, neurosurgeons, mathematicians, computer scientists, engineers, ethicists and lawyers, to open the new frontier of computational neurosurgery to a broad audience interested in the translational field of the ... Read more

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  • Radiomics and Radiogenomics

    Technical Basis and Clinical Applications

    Series series Imaging in Medical Diagnosis and Therapy
    Radiomics and Radiogenomics: Technical Basis and Clinical Applications provides a first summary of the overlapping fields of radiomics and radiogenomics, showcasing how they are being used to evaluate disease characteristics and correlate with treatment response and patient prognosis. It explains the fundamental principles, technical bases, and clinical applications with a focus on oncology. The ... Read more

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  • 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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  • Artificial Intelligence in Radiation Therapy

    Edited by Iori Sumida ...
    Series series IOP ebooks
    Artificial intelligence has been utilized to automate and improve various aspects of medical science. For radiotherapy treatment planning, many algorithms have been developed to better support planners. The book provides applications of artificial intelligence (AI) in radiation therapy according to the clinical radiotherapy workflow. An introductory section explains the necessity of AI regarding ... Read more

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  • Frontiers of Artificial Intelligence in Medical Imaging

    Edited by Navid Razmjooy, V Rajinikanth ...
    Series series IOP Series in Artificial Intelligence in the Biomedical Sciences
    This book is designed to consider the recent advancements in hospitals to diagnose various diseases accurately using AI-supported detection procedures. This work examines recent AI-supported disease detection techniques from prominent researchers and clinicians working in the medical imaging processing domain. Within this book, the integration of various AI methods, such as soft computing, machine ... Read more

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  • Machine Learning in Clinical Neuroscience

    Foundations and Applications

    Series series Springer Nature Proceedings excluding Computer Science
    This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific ... Read more

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  • Introduction to Artificial Intelligence

    Series series Medicine (R0)
    This book aims to provide physicians and scientists with the basics of Artificial Intelligence (AI) with a special focus on medical imaging. The contents of the book provide an introduction to the main topics of artificial intelligence currently applied on medical image analysis. The book starts with a chapter explaining the basic terms used in artificial intelligence for novice readers and ... Read more

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  • Artificial Intelligence in Pathology

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    Artificial Intelligence in Pathology: Principles and Applications provides a strong foundation of core artificial intelligence principles and their applications in the field of digital pathology. This is a reference of current and emerging use of AI in digital pathology as well as the emerging utility of quantum artificial intelligence and neuromorphic computing in digital pathology. It is a must ... Read more

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  • Deep Learning for Medical Applications with Unique Data

    Deep Learning for Medical Applications with Unique Data informs readers about the most recent deep learning-based medical applications in which only unique data gathered in real cases are used. The book provides examples of how deep learning can be used in different problem areas and frameworks in both clinical and research settings, including medical image analysis, medical image registration, ... Read more

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  • Methodology in Radiomics

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    Methodology in Radiomics: Step-by-step Guide in Radiomics Pipeline is an essential resource for anyone interested in the rapidly evolving field of radiomics. This comprehensive guide delves into the history and fundamental principles of radiomics, providing readers with a clear understanding of how to implement each step in the radiomic pipeline. The book is designed to bridge the gap between ... Read more

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  • Machine Learning in Radiation Oncology

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    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

    $80.09 USD