Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study

Freezing of gait is a complex and disabling symptom of Parkinson’s disease, which has a significant impact on the patients’ quality of life and increases the risk of falls and related injuries. This study aims to evaluate the generalization capability of deep learning algorithms in freezing of gait...

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Veröffentlicht in:	Expert systems with applications Jg. 255; S. 124522
Hauptverfasser:	Sigcha, Luis, Borzì, Luigi, Olmo, Gabriella
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2024
Schlagworte:	Accelerometer Cross-dataset test Deep learning Machine learning Motor symptoms Wearable sensor Deep learning Accelerometer Cross-dataset test Wearable sensor Machine learning Motor symptoms
ISSN:	0957-4174, 1873-6793
Online-Zugang:	Volltext
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