Alzheimer’s disease recognition using graph neural network by leveraging image-text similarity from vision language model

Alzheimer’s disease recognition using graph neural network by leveraging image-text similarity from vision language model

Abstract Alzheimer’s disease (AD), a progressive neurodegenerative condition, notably impacts cognitive functions and daily activity. One method of detecting dementia involves a task where participants describe a given picture, and extensive research has been conducted using the participants’ speech...

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Bibliographic Details
Main Authors: Byounghwa Lee, Jeong-Uk Bang, Hwa Jeon Song, Byung Ok Kang
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Alzheimer’s disease
Bipartite graph
Dementia
Multimodal
Graph neural network
Vision language model
Online Access:https://doi.org/10.1038/s41598-024-82597-z
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https://doi.org/10.1038/s41598-024-82597-z

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