Parkinson’s disease diagnosis and stage prediction based on gait signal analysis using EMD and CNN–LSTM network

Parkinson’s disease (PD) diagnosis is a complex and challenging task which needs the assessment of various motor and non-motor symptoms. As gait impairment is one of the early and important symptoms of PD, in a clinical setting, physicians generally evaluate the gait abnormality based on visual obse...

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Veröffentlicht in:	Engineering applications of artificial intelligence Jg. 114; S. 105099
Hauptverfasser:	B. Vidya, Sasikumar P.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.09.2022
Schlagworte:	CNN–LSTM EMD Gait analysis Parkinson’s disease VGRF VGRF EMD Gait analysis Parkinson’s disease CNN–LSTM
ISSN:	0952-1976
Online-Zugang:	Volltext
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