As an emerging technology in the field of artificial intelligence (AI), graph neural networks (GNNs) are deep learning models designed to process graph-structured data. Currently, GNNs are effective ...
Abstract: Due to the fundamental differences in structure between tabular data and image data, CNNs (Convolutional Neural Networks) are challenging to apply directly to the analysis and classification ...
Abstract: Brain network analysis plays a critical role in brain disease classification and diagnosis. Deep learning models such as graph neural networks (GNNs) and Transformers are widely applied to ...
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