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Datasets/IXI

IXI

IXI Brain Development Dataset

3DImagesMedical

IXI Dataset is a collection of 600 MR brain images from normal, healthy subjects. The MR image acquisition protocol for each subject includes:

  • T1, T2 and PD-weighted images
  • MRA images
  • Diffusion-weighted images (15 directions)

The data has been collected at three different hospitals in London:

  • Hammersmith Hospital using a Philips 3T system (details of scanner parameters)
  • Guy’s Hospital using a Philips 1.5T system (details of scanner parameters)
  • Institute of Psychiatry using a GE 1.5T system (details of the scan parameters not available at the moment)

The data has been collected as part of the project:

  • IXI – Information eXtraction from Images (EPSRC GR/S21533/02)

The images in NIFTI format can be downloaded from here:

This data is made available under the Creative Commons CC BY-SA 3.0 license. If you use the IXI data please acknowledge the source of the IXI data.

Benchmarks

1 Image, 2*2 Stitching/PSNR16k/PSNR 2x T2w16k/PSNR 4x T2w16k/SSIM 4x T2w16k/SSIM for 2x T2w3D Object Super-Resolution/PSNR 2x T2w3D Object Super-Resolution/PSNR 4x T2w3D Object Super-Resolution/SSIM 4x T2w3D Object Super-Resolution/SSIM for 2x T2wImage Generation/PSNRImage Reconstruction/DSSIMImage Reconstruction/MSEImage Super-Resolution/PSNR 2x T2wImage Super-Resolution/PSNR 4x T2wImage Super-Resolution/SSIM 4x T2wImage Super-Resolution/SSIM for 2x T2wImage-to-Image Translation/PSNRMRI Reconstruction/DSSIMMRI Reconstruction/MSEMedical Image Registration/DSCSuper-Resolution/PSNR 2x T2wSuper-Resolution/PSNR 4x T2wSuper-Resolution/SSIM 4x T2wSuper-Resolution/SSIM for 2x T2w

Statistics

Papers
23
Benchmarks
24

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Tasks

1 Image, 2*2 Stitching16k3D Object Super-ResolutionImage GenerationImage ReconstructionImage Super-ResolutionImage-to-Image TranslationMRI ReconstructionMedical Image RegistrationSuper-Resolution