| Description |
1 online resource (1 volume) : illustrations |
| Series |
Advances in ubiquitous sensing applications for healthcare ; Volume three |
|
Advances in ubiquitous sensing applications for healthcare ; v. 3.
|
| Bibliography |
Includes bibliographical references and index. |
| Summary |
Big Data Analytics for Intelligent Healthcare Management covers both the theory and application of hardware platforms and architectures, the development of software methods, techniques and tools, applications and governance, and adoption strategies for the use of big data in healthcare and clinical research. The book provides the latest research findings on the use of big data analytics with statistical and machine learning techniques that analyze huge amounts of real-time healthcare data. Examines the methodology and requirements for development of big data architecture, big data modeling, big data as a service, big data analytics, and more Discusses big data applications for intelligent healthcare management, such as revenue management and pricing, predictive analytics/forecasting, big data integration for medical data, algorithms and techniques, etc. Covers the development of big data tools, such as data, web and text mining, data mining, optimization, machine learning, cloud in big data with Hadoop, big data in IoT, and more. |
| Subject |
Big data.
|
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Data mining.
|
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Medical informatics.
|
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Medical care -- Data processing.
|
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Machine learning.
|
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Medicine -- Data processing.
|
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Data Mining |
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Medical Informatics Applications |
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Medical Informatics |
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Machine Learning |
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Données volumineuses. |
|
Exploration de données (Informatique) |
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Médecine -- Informatique. |
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Apprentissage automatique. |
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Soins médicaux -- Informatique. |
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Medicine -- Data processing |
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Big data |
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Data mining |
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Machine learning |
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Medical care -- Data processing |
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Medical informatics |
| Added Author |
Dey, Nilanjan, 1984- editor.
|
|
Das, Himansu, editor.
|
|
Naik, Bighnaraj, editor.
|
|
Behera, Himansu Sekhar, editor.
|
| ISBN |
9780128181478 |
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0128181478 |
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