Data Analytics in Biomedical Engineering and Healthcare
By: and and and
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- Synopsis
- Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data science, and machine and deep learning applications for biomedical data, covering areas such as predictive health analysis, electronic health records, medical image analysis, computational drug discovery, and genome structure prediction using predictive modeling. Case studies demonstrate big data applications in healthcare using the MapReduce and Hadoop frameworks.Examines the development and application of data analytics applications in biomedical data Presents innovative classification and regression models for predicting various diseases Discusses genome structure prediction using predictive modeling Shows readers how to develop clinical decision support systems Shows researchers and specialists how to use hybrid learning for better medical diagnosis, including case studies of healthcare applications using the MapReduce and Hadoop frameworks
- Copyright:
- 2021
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 292 Pages
- ISBN-13:
- 9780128193150
- Related ISBNs:
- 9780128193143, 9780128193143
- Publisher:
- Elsevier Science
- Date of Addition:
- 03/11/21
- Copyrighted By:
- Elsevier Science & Technology
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Science, Technology, Medicine
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Vijay Kumar
- Edited by:
- Pijush Samui
- Edited by:
- Sanjiban Sekhar Roy
- Edited by:
- Kun Chang Lee
Reviews
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- by Kun Chang Lee
- by Vijay Kumar
- by Sanjiban Sekhar Roy
- by Pijush Samui
- in Nonfiction
- in Science
- in Technology
- in Medicine