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  • Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics

    Series series Computer Science (R0)
    This book reviews the state of the art in deep learning approaches to high-performance robust disease detection, robust and accurate organ segmentation in medical image computing (radiological and pathological imaging modalities), and the construction and mining of large-scale radiology databases. It particularly focuses on the application of convolutional neural networks, and on recurrent neural ... Read more

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  • Deep Learning and Convolutional Neural Networks for Medical Image Computing

    Precision Medicine, High Performance and Large-Scale Datasets

    Series series Computer Science (R0)
    This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks, with the theory supported by practical examples. Features: highlights how the use of deep neural networks can ... Read more

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    Second International Workshop, CARE 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Computer Assisted and Robotic Endoscopy, CARE 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015.The 15 revised full papers were carefully selected out of 20 initial submissions and focus on recent technical advances associated with computer vision; ... Read more

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  • Breast Imaging

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    This book constitutes the refereed proceedings of the 13th International Workshop on Breast Imaging, IWDM 2016, held in Malmö, Sweden, in June 2016.The 35 revised full papers and 50 revised poster papers presented together with 6 invited talks were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on screening; CAD; mammography, tomosynthesis, and ... Read more

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    First International Workshop, CARE 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014. Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
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  • Guide to Medical Image Analysis

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    Series series Computer Science (R0)
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  • Handbook of Medical and Healthcare Technologies

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  • Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies

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