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PINNet: a deep neural network with pathway prior knowledge for Alzheimer's disease

INTRODUCTION: Identification of Alzheimer's Disease (AD)-related transcriptomic signatures from blood is important for early diagnosis of the disease. Deep learning techniques are potent classifiers for AD diagnosis, but most have been unable to identify biomarkers because of their lack of inte...

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Detalles Bibliográficos
Autores principales: Kim, Yeojin, Lee, Hyunju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10380929/
https://www.ncbi.nlm.nih.gov/pubmed/37520124
http://dx.doi.org/10.3389/fnagi.2023.1126156