Andrea Klinovszky, Orsolya Papp-Zipernovszky, Norbert Buzás
Building a House of Skills-A Study of Functional Health Literacy and Numeracy among Patients with Type 2 Diabetes in Hungary
International journal of environmental research and public health
response low realtime performance accuracy traditional sports injury monitoring article conducts research realtime injury monitoring system using svm model example video detection performed capture human movements followed human joint detection polynomial fitting analysis used extract joint motion patterns average training data calculated reference point raw data normalized adjust position direction dimensionality reduction achieved singular value decomposition enhance processing efficiency model training speed support vector machine classifier used classify identify processed data experimental section monitors sports injuries investigates accuracy systems monitoring compared mainstream models random forest naive bayes svm utilized demonstrates good performance accuracy sensitivity specificity reaching 942 925 960 respectively