Towards development of a novel screening method for identifying Alzheimer's disease risk: Raman spectroscopy of blood serum and machine learning.

Ralbovsky, Nicole M; Fitzgerald, Greg S; McNay, Ewan C; Lednev, Igor K

Ralbovsky, Nicole M; Fitzgerald, Greg S; McNay, Ewan C; Lednev, Igor K.

Afiliação

Ralbovsky NM; Department of Chemistry, University at Albany, SUNY, 1400 Washington Avenue, Albany, NY 12222, USA; The RNA Institute, University at Albany, SUNY, 1400 Washington Avenue, Albany, NY 12222, USA.
Fitzgerald GS; Behavioral Neuroscience, University at Albany, SUNY, 1400 Washington Avenue, Albany, NY 12222, USA.
McNay EC; Behavioral Neuroscience, University at Albany, SUNY, 1400 Washington Avenue, Albany, NY 12222, USA.
Lednev IK; Department of Chemistry, University at Albany, SUNY, 1400 Washington Avenue, Albany, NY 12222, USA; The RNA Institute, University at Albany, SUNY, 1400 Washington Avenue, Albany, NY 12222, USA. Electronic address: ilednev@albany.edu.

Spectrochim Acta A Mol Biomol Spectrosc ; 254: 119603, 2021 Jun 05.

Article em En | MEDLINE | ID: mdl-33743309

Assuntos

Doença de Alzheimer; Doença de Alzheimer/diagnóstico; Animais; Aprendizado de Máquina; Curva ROC; Ratos; Soro; Análise Espectral Raman

Palavras-chave

Alzheimer's disease; Machine learning; Medical diagnostics; Raman spectroscopy; Type 2 diabetes

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença de Alzheimer Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limite: Animals Idioma: En Revista: Spectrochim Acta A Mol Biomol Spectrosc Assunto da revista: BIOLOGIA MOLECULAR Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos

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