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  • Community Structure Analysis from Social Networks

    This book addresses social and complex network analysis challenges, exploring social network structures, dynamic networks, and hierarchical communities. Emphasizing network structure heterogeneity, including directionality and dynamics, it covers community structure concepts like distinctness, overlap, and hierarchy. The book aims to present challenges and innovative solutions in community ... Leer más

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  • Deep Learning Applications in Medical Image Segmentation

    Overview, Approaches, and Challenges

    Apply revolutionary deep learning technology to the fast-growing field of medical image segmentationPrecise medical image segmentation is rapidly becoming one of the most important tools in medical research, diagnosis, and treatment. The potential for deep learning, a technology which is already revolutionizing practice across hundreds of subfields, is immense. The prospect of using deep learning ... Leer más

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  • High-Performance Modelling and Simulation for Big Data Applications

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    Series Libro 11400 - Lecture Notes in Computer Science
    This open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project.Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and ... 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

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  • Multilayer Social Networks

    Multilayer networks, in particular multilayer social networks, where users belong to and interact on different networks at the same time, are an active research area in social network analysis, computer science, and physics. These networks have traditionally been studied within these separate research communities, leading to the development of several independent models and methods to deal with ... Leer más

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  • Artificial Intelligence in Radiation Therapy

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    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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  • Machine Learning Empowered Intelligent Data Center Networking

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    Series series Computer Science (R0)
    An Introduction to the Machine Learning Empowered Intelligent Data Center NetworkingFundamentals of Machine Learning in Data Center Networks. This book reviews the common learning paradigms that are widely used in data centernetworks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution ... Leer más

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  • Frontiers of Artificial Intelligence in Medical Imaging

    Edición de 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 ... Leer más

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  • Security in Computer and Information Sciences

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    Series series Springer Nature Proceedings Computer Science
    This open access book constitutes the thoroughly refereed proceedings of the First International ISCIS Security Workshop 2018, Euro-CYBERSEC 2018, held in London, UK, in February 2018.The 12 full papers presented together with an overview paper were carefully reviewed and selected from 31 submissions. Security of distributed interconnected systems, software systems, and the Internet of Things has ... Leer más

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  • Head and Neck Tumor Segmentation for MR-Guided Applications

    First MICCAI Challenge, HNTS-MRG 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 17, 2024, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This Open Access book constitutes the refereed proceedings of the First MICCAI Challenge, HNTSMRG 2024, Held in Conjunction with MICCAI 2024, in Marrakesh, Morocco, on October 17, 2024.The 20 full papers and 1 overview paper included in this volume were carefully reviewed and selected from a total of 21 submissions.The HNTS-MRG 2024 Challenge focuses on advancing clinical workflows by leveraging ... Leer más

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  • Computational Neurosurgery

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