IEEE Transactions on Biomedical Engineering

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Automatic Recognition of fMRI-derived Functional Networks using 3D Convolutional Neural Networks
Current fMRI data modeling techniques such as Independent Component Analysis (ICA) and Sparse Coding methods can effectively reconstruct dozens or hundreds of concurrent interacting functional brain networks simultaneously from the whole brain fMRI signals. However, such reconstructed networks have no... Read more