Guoyang Tang, Xueyi Zhao, Yanyun Fu, Xiaolin Ning
Sampling clustering based on multi-view attribute structural relations
PloS one
protocol comprehensive analysis gait affecting factors individuals incomplete paraplegia due spinal cord injury sci sci devastating event affecting sensory motor functions due better care sci population changing greater proportion retaining impaired ambulatory function optimizing ambulatory function sci remains challenging investigate factors influencing optimal ambulation multiprofessional research project grounded expertise clinical rehabilitation neurophysiology biomechanical engineering karolinska institutet spinalis unit aleris rehab station swedens largest center specialized neurorehabilitation promobilia moveability lab kth royal institute technology ambulatory adults paraplegia consecutively invited participate muscle strength sensitivity spasticity assessed energy expenditure 3d movements muscle function emg gait submaximal contractions analyzed innovative computational modeling datadriven analyses performed including identification clusters similar movement patterns among heterogeneous population analyses study link complex sensorimotor function movement performance results may help optimize ambulatory function persons sci decrease risk secondary conditions gait lifelong perspective