Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson’s Disease: Addressing the Class Imbalance Problem

Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson’s Disease: Addressing the Class Imbalance Problem

Freezing of gait (FoG) is a common motor symptom in patients with Parkinson’s disease (PD). FoG impairs gait initiation and walking and increases fall risk. Intelligent external cueing systems implementing FoG detection algorithms have been developed to help patients recover gait after fre...

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Bibliographic Details
Main Authors: Nader Naghavi, Aaron Miller, Eric Wade
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Sensors
Subjects:
ensemble classifier
data synthesis
ADASYN
cost of classification
freezing of gait
Parkinson’s disease
wearable sensors
Online Access:https://www.mdpi.com/1424-8220/19/18/3898

Internet

https://www.mdpi.com/1424-8220/19/18/3898

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