Titre : Virus Pichinde

Virus Pichinde : Questions médicales fréquentes

Termes MeSH sélectionnés :

Neural Networks, Computer
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Sources (10000 au total)

Brain age prediction using the graph neural network based on resting-state functional MRI in Alzheimer's disease.

Alzheimer's disease (AD) is a neurodegenerative disease that significantly impacts the quality of life of patients and their families. Neuroimaging-driven brain age prediction has been proposed as a p... In this study, we applied a graph neural network (GNN) model on controls to predict brain ages using rs-fMRI in patients with AD. We compared the performance of the GNN model with traditional machine ... The experimental results demonstrate that our GNN model can predict brain ages of normal controls using rs-fMRI data from the ADNI database. Moreover the differences between brain ages and chronologic... Our study provides evidence that rs-fMRI is a promising modality for brain age prediction in AD research, and the GNN model proves to be effective in predicting brain age. Furthermore, the effects of ...