Multimodal Brain Connectomics-Based Prediction of Parkinson’s Disease Using Graph Attention Networks

BACKGROUND: A multimodal connectomic analysis using diffusion and functional MRI can provide complementary information on the structure–function network dynamics involved in complex neurodegenerative network disorders such as Parkinson’s disease (PD). Deep learning-based graph neural network models...

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Detalles Bibliográficos
Autores principales: Safai, Apoorva, Vakharia, Nirvi, Prasad, Shweta, Saini, Jitender, Shah, Apurva, Lenka, Abhishek, Pal, Pramod Kumar, Ingalhalikar, Madhura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904413/
https://www.ncbi.nlm.nih.gov/pubmed/35280342
http://dx.doi.org/10.3389/fnins.2021.741489

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904413/
https://www.ncbi.nlm.nih.gov/pubmed/35280342
http://dx.doi.org/10.3389/fnins.2021.741489

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