Developing predictive models using electronic medical records: challenges and pitfalls.

Keyphrases

• Electronic Health Records 100%
• Predictive Model 100%
• Clinical Application 20%
• Caregivers 20%
• Systematic Bias 20%
• Vital Signs 20%
• Septic Shock 20%
• Machine Learning Algorithms 20%
• Developing Model 20%
• Early Prediction 20%
• Clinician-patient Relationship 20%
• Model Training 20%
• Model Evaluation 20%
• Special Characteristics 20%

Psychology

• Caregiver 100%
• Learning Algorithm 100%

Social Sciences

• Caregiver 100%
• Machine Learning Algorithm 100%