Table of Contents
Preface
About the Author
Part I: Basic Information about EHR Data and Data Manipulation
Chapter 1. EHR Observations
Chapter 2. Data Transfer from Database Management Systems to SAS
Chapter 3. Creating Temporary and Permanent Data Sets
Chapter 4. Retrieving Patient Information
Part II: Analysis of Longitudinal EHR Data
Chapter 5. Data Extraction from Text and Analysis: Adverse Events Following Immunization
Chapter 6. Prevalence Estimation for Acute Diseases (A Cross-Sectional Cohort Study)
Chapter 7. Prevalence Estimation for Chronic Diseases
Chapter 8. Disease Case Validation
Chapter 9. Multiple Logistic Regression
Chapter 10. Machine Learning for Medical Diagnoses
Index
Author’s ORCID iD
Behrouz Ehsani-Moghaddam – 0000-0002-5038-1118