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White Matter Fiber Representation Using Continuous Dictionary Learning.pdf

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Preview of White matter fiber representation using continuous dictionary learning
🔗 Source: vista.cs.technion.ac.il
📊 Size: 609 KB
📄 Pages: 8 pages
⬇️ Downloads: 82

Summary

Researchers propose a novel continuous dictionary learning (CDL) framework to represent white matter fibers in the brain, which are reconstructed from diffusion weighted MRI (DWMRI) scans. The CDL method allows for sparse representation of fibers with varying lengths, overcoming storage and analysis challenges. It achieves state-of-the-art performance in compression ratio and reconstruction error on tractograms from the Human Connectome Project data.

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Description

Researchers propose a novel continuous dictionary learning (CDL) framework to represent white matter fibers in the brain, which are reconstructed from...

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  • File Format: PDF
  • File Size: 609 KB
  • Pages: 8
  • Language: EN
  • Total Downloads: 82
  • Last Updated: 3 weeks ago

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