Big Data Analytics for Intelligent Healthcare Management /
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...
| Main Authors: | , , , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London : Academic Press, an imprint of Elsevier,
2019
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/science/book/9780128181461 |
| _version_ | 1826523819831984128 |
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| author | Dey, Nilanjan, 1984-, editor 611303 Das, Himansu, editor 648656 Naik, Bighnaraj, editor 648663 Behera, Himansu Sekhar, editor 648664 ScienceDirect (Online service) 7722 |
| author_facet | Dey, Nilanjan, 1984-, editor 611303 Das, Himansu, editor 648656 Naik, Bighnaraj, editor 648663 Behera, Himansu Sekhar, editor 648664 ScienceDirect (Online service) 7722 |
| author_sort | Dey, Nilanjan, 1984-, editor 611303 |
| collection | OCEAN |
| description | 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. |
| first_indexed | 2024-03-05T17:19:55Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:606448 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:19:55Z |
| publishDate | 2019 |
| publisher | London : Academic Press, an imprint of Elsevier, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6064482023-11-16T13:16:10ZBig Data Analytics for Intelligent Healthcare Management / Dey, Nilanjan, 1984-, editor 611303 Das, Himansu, editor 648656 Naik, Bighnaraj, editor 648663 Behera, Himansu Sekhar, editor 648664 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press, an imprint of Elsevier,©20192019engBig 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.Chapter 1. Bio-Inspired Algorithms for Big Data Analytics: A Survey, Taxonomy, and Open Challenges -- Chapter 2. Big Data Analytics Challenges and Solutions -- Chapter 3. Big Data Analytics in Healthcare: A Critical Analysis -- Chapter 4. Transfer Learning and Supervised Classifier Based Prediction Model for Breast Cancer -- Chapter 5. Chronic TTH Analysis by EMG and GSR Biofeedback on Various Modes and Various Medical Symptoms Using IoT -- Chapter 6. Multilevel Classification Framework of fMRI Data: A Big Data Approach -- Chapter 7. Smart Healthcare: An Approach for Ubiquitous Healthcare Management Using IoT -- Chapter 8. Blockchain in Healthcare: Challenges and Solutions -- Chapter 9. Intelligence-Based Health Recommendation System Using Big Data Analytics -- Chapter 10. Computational Biology Approach in Management of Big Data of Healthcare Sector -- Chapter 11. Kidney-Inspired Algorithm and Fuzzy Clustering for Biomedical Data Analysis -- Index.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.Big dataMedical carehttps://www.sciencedirect.com/science/book/9780128181461URN:ISBN:9780128181461Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Big data Medical care Dey, Nilanjan, 1984-, editor 611303 Das, Himansu, editor 648656 Naik, Bighnaraj, editor 648663 Behera, Himansu Sekhar, editor 648664 ScienceDirect (Online service) 7722 Big Data Analytics for Intelligent Healthcare Management / |
| title | Big Data Analytics for Intelligent Healthcare Management / |
| title_full | Big Data Analytics for Intelligent Healthcare Management / |
| title_fullStr | Big Data Analytics for Intelligent Healthcare Management / |
| title_full_unstemmed | Big Data Analytics for Intelligent Healthcare Management / |
| title_short | Big Data Analytics for Intelligent Healthcare Management / |
| title_sort | big data analytics for intelligent healthcare management |
| topic | Big data Medical care |
| url | https://www.sciencedirect.com/science/book/9780128181461 |
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