BenjaminFiltjens / gait_event

Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait

Gait event

Automated gait event detection for Parkinson's Disease patients with freezing of gait. From our paper: https://doi.org/10.1016/j.gaitpost.2020.05.026

Info

1. Read script to extract the lower limb kinematics from a directory containing c3d files and write them to csv.
2. Training script (see paper for more info about the procedure)
3. Labelling script to import a pre-trained model and annotate gait events directly in the c3d file.

References

If this repository was helpful, please consider citing: Filtjens, Benjamin, Alice Nieuwboer, Nicholas D’cruz, Joke Spildooren, Peter Slaets, and Bart Vanrumste. 2020. “A Data-Driven Approach for Detecting Gait Events During Turning in People with Parkinson’s Disease and Freezing of Gait.” Gait & Posture, May.