Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients

BACKGROUND: To objectively assess a patient’s gait, a robust identification of stride borders is one of the first steps in inertial sensor-based mobile gait analysis pipelines. While many different methods for stride segmentation have been presented in the literature, an out-of-lab evaluation of res...

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Bibliographic Details
Published in:J Neuroeng Rehabil
Main Authors: Roth, Nils, Küderle, Arne, Ullrich, Martin, Gladow, Till, Marxreiter, Franz, Klucken, Jochen, Eskofier, Bjoern M., Kluge, Felix
Format: Artigo
Language:Inglês
Published: BioMed Central 2021
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Research
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8173987/
https://ncbi.nlm.nih.gov/pubmed/34082762
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12984-021-00883-7
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