A multi-modal graph-based framework for Alzheimer’s disease detection

Abstract We propose a compositional graph-based Machine Learning (ML) framework for Alzheimer’s disease (AD) detection that constructs complex ML predictors from modular components. In our directed computational graph, datasets are represented as nodes $$n_i$$ , and deep learning (DL) models are rep...

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Bibliographic Details
Main Authors: Najmeh Mashhadi, Razvan Marinescu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-05966-2
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