DeepMultiConnectome classifies tractography streamlines by the brain regions they connect, producing 84- and 164-region connectomes in about 40 seconds per scan, with correlation r=0.992 and r=0.986 to traditionally generated connectomes.
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DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
DeepMultiConnectome classifies tractography streamlines by the brain regions they connect, producing 84- and 164-region connectomes in about 40 seconds per scan, with correlation r=0.992 and r=0.986 to traditionally generated connectomes.