Healthcare data analytics /
- Boca Raton CRC Press c2015
- xxviii, 724 pages : illustrations (some color) ; 26 cm.
- Chapman & Hall/CRC data mining and knowledge discovery series .
"A Chapman & Hall Book."
1. Introduction to Healthcare Data Analytics. 2. Electronic Health Records: Survey. 3. Biomedical Image Analysis. 4. Mining of Sensor Data in Healthcare: A Survey. 5. Biomedical Signal Analysis. 6. Genomic Data Analysis for Personalized Medicine. 7. Natural Language Processing and Data Mining for Clinical Text. 8. Mining the Biomedical Literature. 9. Social Media Analytics for Healthcare. 10.A Review of Clinical Prediction Models. 11. Temporal Data Mining for Healthcare Data. 12.Visual Analytics for Healthcare. 13. Predictive Models for Integrating Clinical and Genomic Data. 14. Information Retrieval for Healthcare. 15. Privacy-Preserving Data Publishing Methods in Healthcare. 16. Data Analytics for Pervasive Health. 17. Fraud Detection in Healthcare. 18. Data Analytics for Pharmaceutical Discoveries. 19. Clinical Decision Support System. 20. Computer-Assisted Medical Image Analysis Systems. 21. mobile Imaging and Analytics for Biomedical Data
9781482232110 (hardback : acidfree paper)
Data Mining.
Statistics as Topic.
610.21 / H39
"A Chapman & Hall Book."
1. Introduction to Healthcare Data Analytics. 2. Electronic Health Records: Survey. 3. Biomedical Image Analysis. 4. Mining of Sensor Data in Healthcare: A Survey. 5. Biomedical Signal Analysis. 6. Genomic Data Analysis for Personalized Medicine. 7. Natural Language Processing and Data Mining for Clinical Text. 8. Mining the Biomedical Literature. 9. Social Media Analytics for Healthcare. 10.A Review of Clinical Prediction Models. 11. Temporal Data Mining for Healthcare Data. 12.Visual Analytics for Healthcare. 13. Predictive Models for Integrating Clinical and Genomic Data. 14. Information Retrieval for Healthcare. 15. Privacy-Preserving Data Publishing Methods in Healthcare. 16. Data Analytics for Pervasive Health. 17. Fraud Detection in Healthcare. 18. Data Analytics for Pharmaceutical Discoveries. 19. Clinical Decision Support System. 20. Computer-Assisted Medical Image Analysis Systems. 21. mobile Imaging and Analytics for Biomedical Data
9781482232110 (hardback : acidfree paper)
Data Mining.
Statistics as Topic.
610.21 / H39