Data augmentation of wearable sensor data for parkinson’s disease monitoring using convolutional neural networks
T. Um, F. Pfister, D. Pichler, S. Endo, M. Lang, S. Hirche, U. Fietzek, D. Kulić
A dataset of daily living conditions from patients with Parkinson's disease is collected and various data augmentatin techiniques are applied to make the dataset more amenable to deep learning techinques. Microsoft wearable band accelerometer data of patients with Parkinson's disease is collected
Tags:
Parkinson's disease