GaitForeMer: Self-supervised Pre-training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation
Mark Endo, Kathleen L. Poston, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Ehsan Adeli
Topics & Concepts
Computer sciencePhysical medicine and rehabilitationArtificial intelligenceGaitRating scaleMachine learningMedicinePsychologyDevelopmental psychologyGait Recognition and AnalysisDiabetic Foot Ulcer Assessment and ManagementCerebral Palsy and Movement Disorders