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  • Applications of Machine Learning and Deep Learning on Biological Data

    Series series Advances in Computational Collective Intelligence
    The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of ... Leer más

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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 ... Leer más

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  • Deep Learning for Biomedical Applications

    Series series Artificial Intelligence (AI): Elementary to Advanced Practices
    This book is a detailed reference on biomedical applications using Deep Learning. Because Deep Learning is an important actor shaping the future of Artificial Intelligence, its specific and innovative solutions for both medical and biomedical are very critical. This book provides a recent view of research works on essential, and advanced topics.The book offers detailed information on the ... Leer más

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  • Bioinformatics and Human Genomics Research

    Edición de Diego A. Forero ...
    Advances in high-throughput biological methods have led to the publication of a large number of genome-wide studies in human and animal models. In this context, recent tools from bioinformatics and computational biology have been fundamental for the analysis of these genomic studies. The book Bioinformatics and Human Genomics Research provides updated and comprehensive information about multiple ... Leer más

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  • Artificial Intelligence-Based Brain-Computer Interface

    Edición de Varun Bajaj, G. R. Sinha ...
    Artificial Intelligence-Based Brain Computer Interface provides concepts of AI for the modeling of non-invasive modalities of medical signals such as EEG, MRI and FMRI. These modalities and their AI-based analysis are employed in BCI and related applications. The book emphasizes the real challenges in non-invasive input due to the complex nature of the human brain and for a variety of applications ... Leer más

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  • Artificial Intelligence in Radiation Oncology

    The clinical use of Artificial Intelligence (AI) in radiation oncology is in its infancy. However, it is certain that AI is capable of making radiation oncology more precise and personalized with improved outcomes. Radiation oncology deploys an array of state-of-the-art technologies for imaging, treatment, planning, simulation, targeting, and quality assurance while managing the massive amount of ... Leer más

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  • Deep Learning for Targeted Treatments

    Transformation in Healthcare

    DEEP LEARNING FOR TREATMENTSThe book provides the direction for future research in deep learning in terms of its role in targeted treatment, biological systems, site-specific drug delivery, risk assessment in therapy, etc.Deep Learning for Targeted Treatments describes the importance of the deep learning framework for patient care, disease imaging/detection, and health management. Since deep ... Leer más

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  • Biomedical Data Mining for Information Retrieval

    Methodologies, Techniques, and Applications

    Series series Artificial Intelligence and Soft Computing for Industrial Transformation
    BIOMEDICAL DATA MINING FOR INFORMATION RETRIEVALThis book not only emphasizes traditional computational techniques, but discusses data mining, biomedical image processing, information retrieval with broad coverage of basic scientific applications.Biomedical Data Mining for Information Retrieval comprehensively covers the topic of mining biomedical text, images and visual features towards ... Leer más

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  • Knowledge Modelling and Big Data Analytics in Healthcare

    Advances and Applications

    Knowledge Modelling and Big Data Analytics in Healthcare: Advances and Applications focuses on automated analytical techniques for healthcare applications used to extract knowledge from a vast amount of data. It brings together a variety of different aspects of the healthcare system and aids in the decision-making processes for healthcare professionals.The editors connect four contemporary areas ... Leer más

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  • Machine Learning, Big Data, and IoT for Medical Informatics

    de Fatos Xhafa ...
    Series series Intelligent Data-Centric Systems
    Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics. In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field, the structure of data is equally important for accurate predictive analytics due to heterogeneity ... Leer más

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  • Computational Intelligence Aided Systems for Healthcare Domain

    This book covers recent advances in artificial intelligence, smart computing, and their applications in augmenting medical and health care systems. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields including electrical, electronics and communication, computer, and biomedical.This book:Presents architecture, characteristics, and ... Leer más

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  • Computational Intelligence in Oncology

    Applications in Diagnosis, Prognosis and Therapeutics of Cancers

    Edición de Khalid Raza ...
    Series series Intelligent Technologies and Robotics (R0)
    This book encapsulates recent applications of CI methods in the field of computational oncology, especially cancer diagnosis, prognosis, and its optimized therapeutics.The cancer has been known as a heterogeneous disease categorized in several different subtypes. According to WHO’s recent report, cancer is a leading cause of death worldwide, accounting for over 10 million deaths in the year 2020. ... Leer más

    $170.99 USD