Comparison of existing rehabilitation and fitness datasets with LLM-FMS.
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posted on 2025-03-11, 17:32 authored by Qingjun Xing, Xuyang Xing, Ping Guo, Zhenhui Tang, Yanfei ShenComparison of existing rehabilitation and fitness datasets with LLM-FMS.
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prevent sports injurieslarge language modelsindividual &# 8217functional movement screenexperimental results demonstratedeep learning methodsbasic motor abilitieslevel action featureshierarchical action annotationsextract key skeletalaction evaluation taskoffering superior interpretabilitygrained feedback suggestionshierarchical fms datasetautomated fms evaluationprovide detailed rationalesseven fms actionsaction includesrationales providedkey framesgrained datasetfms videosfms evaluationsxlink ">weight datautilizes rtmposesubstantial increasescoring criteriarank scoringpoor interpretabilitylimitation preventsinputs promptsinjury preventioninfer scoresfindings highlightextensive knowledgeeffective applicationcritical toolbody parts45 subjects
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