Upper limbs dyskinesia detection and classification for patients with parkinson's disease based on consumer electronics devices

G Belgiovine, M Capecci, L Ciabattoni… - 2018 Zooming …, 2018 - ieeexplore.ieee.org
This paper presents a L-dopa-Induced Dyskinesia Detection and Classification System
based on Machine Learning Algorithms, wearable device (smartwatch) data and a smart …

Design and implementation of a real-time upper limbs dyskinesia detection system

G Belgiovine, M Capecci, L Ciabattoni… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
In this paper a Real-Time L-dopa-Induced Dyskinesia (LID) Detection System based on
Machine Learning Algorithms (MLAs) and simple devices such as smartphone and …

Upper and lower limbs dyskinesia detection for patients with Parkinson's disease

G Belgiovine, M Capecci, L Ciabattoni… - 2018 IEEE 7th …, 2018 - ieeexplore.ieee.org
In this paper a L-dopa-Induced Dyskinesia Detection System based on Machine Learning
Algorithms (MLAs), smartwatch data and a smartphone is presented. The development of …