/gait_event

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

Primary LanguagePython

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.