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

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作者
Nils Roth
Arne Küderle
Martin Ullrich
Till Gladow
Franz Marxreiter
Jochen Klucken
Bjoern M. Eskofier
Felix Kluge
机构
[1] Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU),Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering
[2] University Hospital of Erlangen,Department of Molecular Neurology
关键词
HMM; IMU; Machine learning; Mobile gait analysis; Stride borders; Wearable sensors;
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