Interpretable Machine Learning for Fall Prediction Among Older Adults in China
Xiaodong Chen, Lingxiao He, Kewei Shi, Yafei Wu, Shaowu Lin, Ya Fang
Topics & Concepts
Fall preventionLogistic regressionGerontologyPoison controlInjury preventionPredictive modellingPsychological interventionMedicineSuicide preventionFalling (accident)Occupational safety and healthReceiver operating characteristicActivities of daily livingDemographyMachine learningEnvironmental healthComputer sciencePhysical therapySociologyPsychiatryPathologyBalance, Gait, and Falls PreventionContext-Aware Activity Recognition SystemsFrailty in Older Adults