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Assessment of lipid peroxidation and artificial neural network models in early Alzheimer Disease diagnosis.

Fecha de publicación:

Autores de IIS La Fe

Participantes ajenos a IIS La Fe

  • Durand T
  • Oger C

Grupos

Abstract

Lipid peroxidation constitutes a molecular mechanism involved in early Alzheimer Disease (AD) stages, and artificial neural network (ANN) analysis is a promising non-linear regression model, characterized by its high flexibility and utility in clinical diagnosis. ANN simulates neuron learning procedures and it could provide good diagnostic performances in this complex and heterogeneous disease compared with linear regression analysis.

Datos de la publicación

ISSN/ISSNe:
0009-9120, 1873-2933

CLINICAL BIOCHEMISTRY  PERGAMON-ELSEVIER SCIENCE LTD

Tipo:
Article
Páginas:
64-70
PubMed:
31319065
Factor de Impacto:
0,781 SCImago ℠
Cuartil:
Q2 SCImago ℠

Citas Recibidas en Web of Science: 15

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Keywords

  • Alzheimer Disease, Artificial neural network, Lipid peroxidation, Mass spectrometry, Partial least squares, Plasma, Urine

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