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

Journal of NeuroEngineering and Rehabilitation

Till Gladow¹  Franz Marxreiter¹  Jochen Klucken¹  Arne Küderle²  Nils Roth²  Bjoern M. Eskofier²  Martin Ullrich²  Felix Kluge² 

[1] Department of Molecular Neurology, University Hospital of Erlangen, Erlangen, Germany;Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany;

关键词: HMM;    IMU;    Machine learning;    Mobile gait analysis;    Stride borders;    Wearable sensors;   

DOI  :  10.1186/s12984-021-00883-7

来源: Springer

【 授权许可】

CC BY