IXI

IXI Brain Development Dataset

Dataset Information
Modalities
Images, 3D, Medical
License
Unknown
Homepage
Official Website
Contents

Overview

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.

Variants: IXI

Associated Benchmarks

This dataset is used in 4 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Medical Image Registration EfficientMorph EfficientMorph: Parameter-Efficient Transformer-Based Architecture for … 2024-03-16
Medical Image Registration OFG + ViT-V-Net On-the-Fly Guidance Training for Medical … 2023-08-29
Medical Image Registration OFG + TransMorph On-the-Fly Guidance Training for Medical … 2023-08-29
Medical Image Registration OFG + VoxelMorph On-the-Fly Guidance Training for Medical … 2023-08-29
Image-to-Image Translation SynDiff Unsupervised Medical Image Translation with … 2022-07-17
Image Super-Resolution EDSR+MMHCA Multimodal Multi-Head Convolutional Attention with … 2022-04-08
Medical Image Registration TransMorph TransMorph: Transformer for unsupervised medical … 2021-11-19
Image-to-Image Translation ResViT ResViT: Residual vision transformers for … 2021-06-30
Image-to-Image Translation pGAN ResViT: Residual vision transformers for … 2021-06-30
Image-to-Image Translation SAGAN ResViT: Residual vision transformers for … 2021-06-30
Image-to-Image Translation pix2pix ResViT: Residual vision transformers for … 2021-06-30
Image-to-Image Translation TransUNet ResViT: Residual vision transformers for … 2021-06-30
Image-to-Image Translation A-UNet ResViT: Residual vision transformers for … 2021-06-30
Image Super-Resolution T2Net Task Transformer Network for Joint … 2021-06-12
Medical Image Registration ViT-V-Net ViT-V-Net: Vision Transformer for Unsupervised … 2021-04-13
Image Super-Resolution CNN-IL Convolutional Neural Networks with Intermediate … 2020-01-05
Image Super-Resolution CSN Channel Splitting Network for Single … 2018-10-15
Medical Image Registration VoxelMorph VoxelMorph: A Learning Framework for … 2018-09-14
Image Super-Resolution IDN Fast and Accurate Single Image … 2018-03-26
Image Super-Resolution RDN Residual Dense Network for Image … 2018-02-24

Research Papers

Recent papers with results on this dataset:

External Links: