Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care
Garrett S. Bullock, Tom Hughes, Amelia H. Arundale, Patrick Ward, Gary S. Collins, Stefan Kluzek
Topics & Concepts
InterpretabilityBlack boxTransparency (behavior)UnavailabilityComputer sciencePredictive modellingData scienceMachine learningAnalyticsSports medicinePredictive analyticsArtificial intelligenceRisk analysis (engineering)Computer securityEngineeringMedicinePsychiatryReliability engineeringArtificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviewsExplainable Artificial Intelligence (XAI)