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Utility of MemTrax and Machine Learning Modeling in Classification of Mild Cognitive Impairment.
Bergeron, Michael F; Landset, Sara; Zhou, Xianbo; Ding, Tao; Khoshgoftaar, Taghi M; Zhao, Feng; Du, Bo; Chen, Xinjie; Wang, Xuan; Zhong, Lianmei; Liu, Xiaolei; Ashford, J Wesson.
Afiliação
  • Bergeron MF; SIVOTEC Analytics, Boca Raton, FL, USA.
  • Landset S; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA.
  • Zhou X; SJN Biomed LTD, Kunming, Yunnan, China.
  • Ding T; Center for Alzheimer's Research, Washington Institute of Clinical Research, Washington, DC, USA.
  • Khoshgoftaar TM; Department of Rehabilitation Medicine, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
  • Zhao F; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA.
  • Du B; Department of Neurology, Dehong People's Hospital, Dehong, Yunnan, China.
  • Chen X; Department of Rehabilitation Medicine, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
  • Wang X; Department of Neurology, the First Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, Yunnan Province, China.
  • Zhong L; Department of Rehabilitation Medicine, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
  • Liu X; Department of Neurology, the First Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, Yunnan Province, China.
  • Ashford JW; Department of Neurology, the First Affiliated Hospital of Kunming Medical University, Wuhua District, Kunming, Yunnan Province, China.
J Alzheimers Dis ; 77(4): 1545-1558, 2020.
Article em En | MEDLINE | ID: mdl-32894241
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Disfunção Cognitiva / Aprendizado de Máquina / Testes de Estado Mental e Demência / Modelos Psicológicos Tipo de estudo: Clinical_trials / Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2020 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Disfunção Cognitiva / Aprendizado de Máquina / Testes de Estado Mental e Demência / Modelos Psicológicos Tipo de estudo: Clinical_trials / Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2020 Tipo de documento: Article