An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients.

Kwon, Hyeokhyen; Clifford, Gari D; Genias, Imari; Bernhard, Doug; Esper, Christine D; Factor, Stewart A; McKay, J Lucas

Kwon, Hyeokhyen; Clifford, Gari D; Genias, Imari; Bernhard, Doug; Esper, Christine D; Factor, Stewart A; McKay, J Lucas.

Afiliação

Kwon H; Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
Clifford GD; Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
Genias I; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA.
Bernhard D; Jean and Paul Amos Parkinson's Disease and Movement Disorders Program, Department of Neurology, School of Medicine, Emory University, Atlanta, GA 30322, USA.
Esper CD; Jean and Paul Amos Parkinson's Disease and Movement Disorders Program, Department of Neurology, School of Medicine, Emory University, Atlanta, GA 30322, USA.
Factor SA; Jean and Paul Amos Parkinson's Disease and Movement Disorders Program, Department of Neurology, School of Medicine, Emory University, Atlanta, GA 30322, USA.
McKay JL; Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA 30322, USA.

Sensors (Basel) ; 23(4)2023 Feb 04.

Article em En | MEDLINE | ID: mdl-36850363

Assuntos

Transtornos Neurológicos da Marcha; Doença de Parkinson; Humanos; Transtornos Neurológicos da Marcha/diagnóstico; Levodopa/uso terapêutico; Doença de Parkinson/diagnóstico; Marcha; Movimento

Palavras-chave

Parkinson's disease; deep learning; motion capture; multi-task learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença de Parkinson / Transtornos Neurológicos da Marcha Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Sensors (Basel) Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos

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