Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification.

Ibrahim, Omar A; Fu, Sunyang; Vassilaki, Maria; Mielke, Michelle M; St Sauver, Jennifer; Petersen, Ronald C; Sohn, Sunghwan

Ibrahim, Omar A; Fu, Sunyang; Vassilaki, Maria; Mielke, Michelle M; St Sauver, Jennifer; Petersen, Ronald C; Sohn, Sunghwan.

Afiliação

Ibrahim OA; Department of Artificial Intelligence and Informatics Mayo Clinic Rochester, MN, USA.
Fu S; Department of Artificial Intelligence and Informatics Mayo Clininc Rochester, MN, USA.
Vassilaki M; Department of Quantitative Health Sciences Mayo Clinic Rochester, MN, USA.
Mielke MM; Department of Quantitative Health Sciences / Neurology Mayo Clinic Rochester, MN, USA.
St Sauver J; Department of Quantitative Health Sciences Mayo Clinic Rochester, MN, USA.
Petersen RC; Department of Neurology Mayo Clinic Rochester, MN, USA.
Sohn S; Department of Artificial Intelligence and Informatics Mayo Clinic Rochester, MN, USA.

IEEE Int Conf Healthc Inform ; 2022: 211-216, 2022 Jun.

Article em En | MEDLINE | ID: mdl-36484060

Palavras-chave

Dementia; deep learning; machine learning; one-class classification; outlier detection

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google