Machine learning algorithms for activity recognition in ambulant children and adolescents with cerebral palsy.

Ahmadi, Matthew; O'Neil, Margaret; Fragala-Pinkham, Maria; Lennon, Nancy; Trost, Stewart

Ahmadi, Matthew; O'Neil, Margaret; Fragala-Pinkham, Maria; Lennon, Nancy; Trost, Stewart.

Afiliação

Ahmadi M; Institute of Health and Biomedical Innovation at QLD Centre for Children's Health Research, School of Exercise and Nutrition Sciences, Queensland University of Technology, 62 Graham St, South Brisbane, QLD, 4101, Australia.
O'Neil M; Department of Physical Therapy and Rehabilitation Sciences, Drexel University, 1601 Cherry St., Philadelphia, PA, USA.
Fragala-Pinkham M; Research Center, Franciscan Children's Hospital, 30 Warren St., Brighton, MA, USA.
Lennon N; Gait Analysis Laboratory, AI DuPont Hospital for Children, 1600 Rockland Rd, Wilmington, DE, USA.
Trost S; Institute of Health and Biomedical Innovation at QLD Centre for Children's Health Research, School of Exercise and Nutrition Sciences, Queensland University of Technology, 62 Graham St, South Brisbane, QLD, 4101, Australia. s.trost@qut.edu.au.

J Neuroeng Rehabil ; 15(1): 105, 2018 11 15.

Article em En | MEDLINE | ID: mdl-30442154

Assuntos

Acelerometria/métodos; Algoritmos; Paralisia Cerebral/radioterapia; Exercício Físico; Aprendizado de Máquina; Adolescente; Paralisia Cerebral/fisiopatologia; Criança; Feminino; Humanos; Masculino

Palavras-chave

Accelerometers; CP; Feature fusion; GMFCS level; Habitual physical activity; Placement; Wearable sensors

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Exercício Físico / Paralisia Cerebral / Acelerometria / Aprendizado de Máquina Tipo de estudo: Prognostic_studies Limite: Adolescent / Child / Female / Humans / Male Idioma: En Revista: J Neuroeng Rehabil Assunto da revista: ENGENHARIA BIOMEDICA / NEUROLOGIA / REABILITACAO Ano de publicação: 2018 Tipo de documento: Article País de afiliação: Austrália

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