Predictive performance of machine learning compared to statistical methods in time-to-event analysis of cardiovascular disease: a systematic review protocol

Keyphrases

• Cardiovascular Disease 100%
• Statistical Methods 100%
• Performance Prediction 100%
• Machine Learning 100%
• Systematic Review Protocol 100%
• Time-to-event Analysis 100%
• Ethics 25%
• Predictive Ability 25%
• Prediction Model 25%
• Management Measures 25%
• Effective Management 25%
• Preventive Measures 25%
• Cause of Death 25%
• Prevention Strategies 25%
• Primary Prevention 25%
• Statistical Model 25%
• Review Process 25%
• Ethical Approval 25%
• Machine Learning Techniques 25%
• Original Research Article 25%
• Data Extraction 25%
• Prognostic Model 25%
• Effective Prevention 25%
• 12-month Follow-up 25%
• Secondary Prevention 25%
• Machine Learning Models 25%
• Peer-reviewed Journals 25%
• Time-to-event Data 25%
• Risk Prediction Tool 25%
• Prediction Studies 25%
• Open Access Journals 25%
• Prognostic Prediction 25%
• Time-to-event Outcomes 25%
• Planned Works 25%
• Data Use 25%
• Cardiovascular Risk Factors 25%
• Scientific Conferences 25%

Medicine and Dentistry

• Prognostic Model 20%