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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 ... Leer más

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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

    Edición de Alessandro Crimi, Spyridon Bakas ...
    Series Libro 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 ... Leer más

    $116.09 USD

  • Biomedical Informatics

    Computer Applications in Health Care and Biomedicine

    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 ... Leer más

    $80.09 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 ... Leer más

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  • Secondary Analysis of Electronic Health Records

    Series series Medicine (R0)
    This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates a more complete lexicon of evidence-based recommendations and support shared, ethical decision making by doctors with their patients.Diagnostic and therapeutic technologies continue to evolve rapidly, and both individual practitioners and ... Leer más

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  • Imaging Biomarkers

    Development and Clinical Integration

    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 ... Leer más

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  • Machine Learning in Radiation Oncology

    Theory and Applications

    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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  • Artificial Intelligence in Radiation Therapy

    Edición de 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 ... Leer más

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  • Decision Analytics and Optimization in Disease Prevention and Treatment

    Edición de Nan Kong, Shengfan Zhang ...
    Series series Wiley Series in Operations Research and Management Science
    A systematic review of the most current decision models and techniques for disease prevention and treatmentDecision Analytics and Optimization in Disease Prevention and Treatment offers a comprehensive resource of the most current decision models and techniques for disease prevention and treatment. With contributions from leading experts in the field, this important resource presents information ... Leer más

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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, ... Leer más

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  • Medical Image Computing and Computer Assisted Intervention – MICCAI 2021

    24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part V

    Series Libro 5 - Springer Nature Proceedings Computer Science
    The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.*The 531 revised full papers presented were carefully reviewed and selected from 1630 submissions in a double ... Leer más

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