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Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer

Rodríguez-Martín, Daniel; Samà, Albert; Pérez-López, Carlos; Català, Andreu; Moreno Arostegui, Joan M.; Cabestany, Joan; Bayés, Àngels; Alcaine, Sheila; Mestre, Berta; Prats, Anna; Cruz Crespo, M.; Counihan, Timothy J.; Browne, Patrick; Quinlan, Leo R.; Ó Laighin, Gearóid; Sweeney, Dean; Lewy, Hadas; Azuri, Joseph; Vainstein, Gabriel; Annicchiarico, Roberta; Costa, Alberto; Rodríguez-Molinero, Alejandro (Public Library of Science, 2017-02-15)

Among Parkinson's disease (PD) symptoms, freezing of gait (FoG) is one of the most debilitating. To assess FoG, current clinical practice mostly employs repeated evaluations over weeks and months based on questionnaires, ...

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Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer