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This study developed a long short-term memory neural network to predict vertical and shear ground reaction forces from plantar pressure data collected via wearable insoles during walking and jogging. The model demonstrated accurate predictions, particularly for walking, and highlighted challenges in estimating mediolateral forces. The findings suggest that this approach could enhance rehabilitation and sports performance assessments using wearable technology.

Author

Raghunathan N

Language

EN