Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes

Keyphrases

• Chronic Disease 100%
• Chronic Disease Outcomes 100%
• Longitudinal Electronic Health Records 100%
• Disease Outcome 66%
• Electronic Health Record Data 66%
• Disease Activity 66%
• Causal Analysis 66%
• Multiple Sclerosis 33%
• Disease-modifying Therapy 33%
• Comparative Effectiveness 33%
• Therapeutic Response 33%
• Randomized Clinical Trial 33%
• Incomplete Data 33%
• Treatment Plan 33%
• Semi-supervised Method 33%
• Registry Data 33%
• Imperfect Data 33%
• Ensemble Methods 33%
• Missing Outcome Data 33%
• Bias Correction 33%
• Disease Monitoring 33%
• Disease Therapeutics 33%
• Ongoing Monitoring 33%
• Advanced Machine Learning Models 33%
• Real-world Evidence Generation 33%

Computer Science

• Data Record 100%
• Causal Analysis 100%
• Disease Activity 100%
• Machine Learning Technique 50%
• Ensemble Method 50%
• Treatment Plan 50%
• Case Study 50%