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This project is aimed to investigate the biomechanical changes in the lower extremity via musculoskeletal modelling during prolonged running activities. The raw dataset (in C3D files) and pre-processed dataset (in mat files) are provided for continued research.

License: PCA modeling of processed data, PCA of Running GRFs, Plot PCs in 'fig', Preprocessed data in ‘fig', Preprocessed Dataset in 'mat', Raw Dataset in C3D

This project is aimed the investigate the biomechanical changes in the lower extremity via musculoskeletal modelling during pre 5k and post 5k running sessions. The angles, moments, and contact forces of the hip, knee and ankle joints were calculated for pre and post comparison. Statistical parametric mapping (spm1d) was taken to check the significance in the time-series data. Principal component analysis (PCA) modeling was conducted the reveal the key features of variation.

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