Deep learning-based EEG analysis to classify normal, mild cognitive impairment, and dementia: Algorithms and dataset.

Kim, Min-Jae; Youn, Young Chul; Paik, Joonki

Kim, Min-Jae; Youn, Young Chul; Paik, Joonki.

Afiliación

Kim MJ; Department of Image, Chung-Ang University, Seoul, 06974, South Korea. Electronic address: imkbsz@cau.ac.kr.
Youn YC; Department of Neurology, Chung-Ang University College of Medicine, Seoul, 06973, South Korea; Biomedical Research Institute, Chung-Ang University Hospital, Seoul, 06973, South Korea. Electronic address: neudoc@cau.ac.kr.
Paik J; Department of Image, Chung-Ang University, Seoul, 06974, South Korea; Department of Artificial Intelligence, Chung-Ang University, Seoul, 06974, South Korea. Electronic address: paikj@cau.ac.kr.

Neuroimage ; 272: 120054, 2023 05 15.

Article en En | MEDLINE | ID: mdl-36997138

Asunto(s)

Disfunción Cognitiva; Aprendizaje Profundo; Demencia; Humanos; Electroencefalografía/métodos; Algoritmos; Disfunción Cognitiva/diagnóstico; Demencia/diagnóstico

Palabras clave

Automatic diagnostic system; Convolutional neural network (CNN); Deep learning; Dementia; Electroencephalography (EEG); Mild cognitive impairment (MCI)

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Demencia / Disfunción Cognitiva / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Humans Idioma: En Revista: Neuroimage Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2023 Tipo del documento: Article

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