Identification of blood plasma protein ratios for distinguishing Alzheimer's disease from healthy controls using machine learning

Identification of blood plasma protein ratios for distinguishing Alzheimer's disease from healthy controls using machine learning

Early detection of Alzheimer's disease is essential for effective treatment and the development of therapies that modify disease progression. Developing sensitive and specific noninvasive diagnostic tools is crucial for improving clinical outcomes and advancing our understanding of this conditi...

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Bibliographic Details
Main Authors: Ali Safi, Elisa Giunti, Omar Melikechi, Weiming Xia, Noureddine Melikechi
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Heliyon
Subjects:
Alzheimer's disease
Liquid biopsy
Blood plasma
Proteomics
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025007297
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