Text mining techniques for healthcare provider quality determination : methods for rank comparisons
"This book discusses defining a patient severity index for risk adjustments and comparison of patient outcomes to assess quality factors"--Provided by publisher.
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| Format: | Book |
| Language: | English |
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Hershey, PA :
Medical Information Science Reference ,
c2010
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Table of Contents:
- 1. Introduction to ranking models
- 2. Data visualization and data summary
- 3. Statistical methods
- 4. Predictive modeling versus regression
- 5. The charlson comorbidity index
- 6. The all patient refined diagnosis related group
- 7. Risk adjustment based upon resource utilization
- 8. Text mining and patient severity clusters
- 9. Working from claims data
- 10. Use of risk adjustment models for provider reimbursements
- 11. How to check measures for adequacy