Predictive analytics in health care: how can we know it works?

Keyphrases

• Publicly Available 100%
• Healthcare 100%
• Predictive Algorithm 100%
• Predictive Analytics 100%
• Artificial Intelligence 50%
• External Validation 50%
• Risk Prediction 50%
• Machine Learning Techniques 50%
• Performance Assessment 50%
• Validity Assessment 50%
• Clinical Practice Guidelines 50%
• Algorithm Implementation 50%
• Online Calculator 50%
• Diagnostic Risk 50%
• Online App 50%
• Performance Heterogeneity 50%
• Commercial Exploitation 50%
• Hiding Algorithm 50%
• Prognostic Risk Factors 50%
• Black Box Machine Learning 50%

Medicine and Dentistry

• Awareness 100%
• Health Care 100%
• Clinical Guideline 100%

INIS

• algorithms 100%
• prediction 20%
• validation 10%
• increasing 10%
• information 10%
• risks 10%
• computer codes 10%
• demand 10%
• assessments 10%
• uptake 10%
• performance 10%
• guidelines 10%
• implementation 10%
• transparency 10%
• artificial intelligence 10%
• exploitation 10%
• machine learning 10%
• calculators 10%