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Index
Cover Front Matter Part I. Data Collection
1. Data Sources 2. Data at Scale 3. Standards in Healthcare Data 4. Research Data Stewardship for Healthcare Professionals 5. The EU’s General Data Protection Regulation (GDPR) in a Research Context
Part II. From Data to Model
6. Preparing Data for Predictive Modelling 7. Extracting Features from Time Series 8. Prediction Modeling Methodology 9. Diving Deeper into Models 10. Reporting Standards and Critical Appraisal of Prediction Models
Part III. From Model to Application
11. Clinical Decision Support Systems 12. Mobile Apps 13. Optimizing Care Processes with Operational Excellence & Process Mining 14. Value-Based Health Care Supported by Data Science
Correction to: Prediction Modeling Methodology Back Matter
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