Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit

Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, Maria C. Crespo-Maraver, Timothy J. Counihan, Patrick Browne, Leo R. Quinlan, Gearóid Ó Laighin, Dean Sweeney, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico. Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit. Knowl.-Based Syst., 139:119-131, 2018. [doi]

Authors

Julià Camps

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Albert Samà

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Mario Martín

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Daniel Rodríguez Martín

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Carlos Pérez-López

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Juan-Manuel Moreno Aróstegui

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Joan Cabestany

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Andreu Català

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Sheila Alcaine

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Berta Mestre

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Anna Prats

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Maria C. Crespo-Maraver

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Timothy J. Counihan

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Patrick Browne

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Leo R. Quinlan

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Gearóid Ó Laighin

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Dean Sweeney

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Hadas Lewy

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Gabriel Vainstein

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Alberto Costa

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Roberta Annicchiarico

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