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Diagnosis of schizophrenia with functional connectome data: a graph-based convolutional neural network approach
Previous deep learning methods have not captured graph or network representations of brain structural or functional connectome data. To address this, we developed the BrainNet-Global Covariance Pooling-Attention Convolutional Neural Network (BrainNet-GA CNN) by incorporating BrainNetCNN and global c...
| Autores principales: | , , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764800/ https://www.ncbi.nlm.nih.gov/pubmed/35038994 http://dx.doi.org/10.1186/s12868-021-00682-9 |