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Record Nr. |
UNINA9910483131203321 |
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Titolo |
Advanced Computational Intelligence in Healthcare-7 : Biomedical Informatics / / edited by Ilias Maglogiannis, Sheryl Brahnam, Lakhmi C. Jain |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2020 |
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ISBN |
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Edizione |
[1st ed. 2020.] |
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Descrizione fisica |
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1 online resource (xii, 160 pages) : illustrations |
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Collana |
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Studies in Computational Intelligence, , 1860-949X ; ; 891 |
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Disciplina |
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Soggetti |
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Computational intelligence |
Artificial intelligence |
Biomedical engineering |
Health informatics |
Computational Intelligence |
Artificial Intelligence |
Biomedical Engineering and Bioengineering |
Health Informatics |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Human-Machine Interfaces for Motor Rehabilitation -- Passive Emotion Recognition Using Smartphone Sensing Data -- Intelligent and Immersive Visual Analytics of Health Data -- Interactive Key Process Indicators for obesity modelling using Process Mining -- Recent Machine Learning Approaches for single-cell RNA-seq data analysis -- A review on state-of-the-art computer-based approaches for the early recognition of malignant melanoma -- Cardiovascular Disease Stratification based on ultrasound images of the carotid artery -- Forecasting and Prevention mechanisms using Social Media in Healthcare -- Security and Privacy Issues for Intelligent Cloud-based Health Systems. |
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Sommario/riassunto |
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This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of |
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artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies. |
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