Sway frequencies may predict postural instability in Parkinson’s disease: a novel convolutional neural network approach

Abstract Background Postural instability greatly reduces quality of life in people with Parkinson’s disease (PD). Early and objective detection of postural impairments is crucial to facilitate interventions. Our aim was to use a convolutional neural network (CNN) to differentiate people with early t...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Journal of NeuroEngineering and Rehabilitation
المؤلفون الرئيسيون: David Engel, R. Stefan Greulich, Alberto Parola, Kaleb Vinehout, Justus Student, Josefine Waldthaler, Lars Timmermann, Frank Bremmer
التنسيق: مقال
اللغة:الإنجليزية
منشور في: BMC 2025-02-01
الموضوعات:
Parkinson’s disease
Postural instability
Body sway
Center of pressure
Center of mass
Frequency analysis
الوصول للمادة أونلاين:https://doi.org/10.1186/s12984-025-01570-7

الانترنت

https://doi.org/10.1186/s12984-025-01570-7

مواد مشابهة