Published December 15, 2022 | Version 1.0
Dataset Open

BigBrain-MR: a new digital phantom with anatomically-realistic magnetic resonance properties at 100-µm resolution

  • 1. CSEM - Swiss Center for Electronics and Microtechnology
  • 2. CIBM Center for Biomedical Imaging

Description

BigBrain-MR is a novel digital phantom with realistic anatomical detail up to 100-µm resolution, including multiple MRI contrasts and properties that affect image generation. This phantom was generated from the publicly available BigBrain histological dataset and from lower-resolution in-vivo 7T-MRI data, using a new image processing framework that allows mapping the general properties of in-vivo data into the fine anatomical scale of BigBrain.

The dataset includes:

  • BigBrain original contrast and a new atlas with 20 ROIs;
  • T1-weighted image and T1 map;
  • T2*-weighted images and R2* map;
  • Magnetic susceptibility map (QSM);
  • Background magnetic field map;
  • Complex coil sensitivity maps (32ch-receive RF array);
  • Bias field map.

Information about each image/map (including data type and amplitude scaling) is provided in data_info.txt.

Additionally, we have included a script with usage examples in Python that illustrate how the data can be loaded, processed and combined for diverse simulation purposes.

BigBrain-MR is presented, described and tested in the following peer-reviewed article:

C. Sainz Martinez, M. Bach Cuadra, J. Jorge. BigBrain-MR: a new digital phantom with anatomically-realistic magnetic resonance properties at 100-µm resolution for magnetic resonance methods development. NeuroImage 2023. DOI: 10.1016/j.neuroimage.2023.120074

 

Files

data_info.txt

Files (33.8 GB)

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Additional details

Related works

Is described by
Journal article: 10.1016/j.neuroimage.2023.120074 (DOI)

Funding

Swiss National Science Foundation
Bridging gaps in the neuroimaging puzzle: advanced techniques for comprehensive mapping of brain anatomy and multi-scale network activity PZ00P2_185909