Python code for jupyter notebook

Computer vision for detect bradykinesia on finger tapping task using mediapipe, use finger tapping task

Step by Step

1.MediaPipe Hand detection and feature extraction

2.Load data for MLtraining (excel file)

3.Prepare data for ML

4.Train ML with cross-validation

5.Plot Multiple ROC curve

6.Plot SHAP summary plot

7.Load model (file svc1.pkl) to detect bradykinesia