Machine learning model to predict mental health crises from electronic health records

Keyphrases

• Machine Learning Models 100%
• Electronic Health Records 100%
• Mental Health Crisis 100%
• Clinical Practice 50%
• Medical Records 25%
• High Prevalence 25%
• Area under the Receiver Operating Characteristic Curve 25%
• Patient Identification 25%
• Mental Health Problems 25%
• Complex Patients 25%
• Improved Outcomes 25%
• Healthcare Decisions 25%
• Manual Review 25%
• Area Under the Precision-Recall Curve 25%
• Proactive Care 25%
• Timely Identification 25%

Nursing and Health Professions

• Mental Health 100%
• Electronic Health Record 100%
• Clinical Practice 40%
• Prevalence 20%
• Medical Record 20%
• Receiver Operating Characteristic 20%
• Patient Monitor 20%
• Diseases 20%