Machine Learning and Statistics in Clinical Research Articles—Moving Past the False Dichotomy
Samuel G. Finlayson, Andrew L. Beam, Maarten van Smeden
Abstract
This Viewpoint describes the false dichotomy between statistics and machine learning and suggests considerations in building and evaluating clinical prediction models.
Topics & Concepts
MedicineMachine learningStatisticsArtificial intelligenceMEDLINEComputer scienceMathematicsPolitical scienceLawArtificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviewsMachine Learning in Healthcare