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Feature selection for unsupervised machine learning of accelerometer data physical activity clusters - A systematic review.
Jones, Petra J; Catt, Mike; Davies, Melanie J; Edwardson, Charlotte L; Mirkes, Evgeny M; Khunti, Kamlesh; Yates, Tom; Rowlands, Alex V.
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  • Jones PJ; Leicester Diabetes Centre, University Hospitals of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK. Electronic address: pj100@leicester.ac.uk.
  • Catt M; Population Health Sciences, Newcastle University, Newcastle upon Tyne NE1 7RU, UK.
  • Davies MJ; Leicester Diabetes Centre, University Hospitals of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; NIHR Leicester Biomedical Research Centre, Leicester
  • Edwardson CL; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; NIHR Leicester Biomedical Research Centre, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
  • Mirkes EM; School of Mathematics and Actuarial Science, University of Leicester, University Road, Leicester LE1 7RD, UK.
  • Khunti K; Leicester Diabetes Centre, University Hospitals of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; NIHR Leicester Biomedical Research Centre, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
  • Yates T; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; NIHR Leicester Biomedical Research Centre, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
  • Rowlands AV; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4PW, UK; NIHR Leicester Biomedical Research Centre, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK; Alliance for Research in Exercise, Nutrition and Activity (ARENA), Sans
Gait Posture ; 90: 120-128, 2021 10.
Article en En | MEDLINE | ID: mdl-34438293
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Acelerometría / Aprendizaje Automático no Supervisado Tipo de estudio: Prognostic_studies / Systematic_reviews Límite: Humans Idioma: En Revista: Gait Posture Asunto de la revista: ORTOPEDIA Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Acelerometría / Aprendizaje Automático no Supervisado Tipo de estudio: Prognostic_studies / Systematic_reviews Límite: Humans Idioma: En Revista: Gait Posture Asunto de la revista: ORTOPEDIA Año: 2021 Tipo del documento: Article