InSEption: A Robust Mechanism for Predicting FoG Episodes in PD Patients

InSEption: A Robust Mechanism for Predicting FoG Episodes in PD Patients

The integration of IoT and deep learning provides the opportunity for continuous monitoring and evaluation of patients’ health status, leading to more personalized treatment and improved quality of life. This study explores the potential of deep learning to predict episodes of freezing of gait (FoG)...

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Bibliographic Details
Main Authors: Dimitris Dimoudis, Nikos Tsolakis, Christoniki Magga-Nteve, Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
Parkinson’s disease
deep learning
freezing of gait
inception modules
wearable technology
squeeze and excitation module
Online Access:https://www.mdpi.com/2079-9292/12/9/2088

Internet

https://www.mdpi.com/2079-9292/12/9/2088

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