Multi-channel spatio-temporal MRI atlas of normal fetal brain development (dHCP project)
This repository contains multi-channel spatio-temporal MRI atlas of normal fetal brain development cretated as a part of the Developing Human Connectome Project (dHCP project).
- 16 timepoints consistent in space covering 21 to 36 weeks GA range:
- structural (T2w, T1w) and diffusion (FA, MD, RD, average DWI, ODF) MRI channels and tissue parcellation:
Content
structural: structural (T2w, T1w) images for each of the timepoints
diffusion: diffusion (FA, MD, RD, average DWI b=1000 shell, ODF) images for each of the timepoints
parcellations: tissue label parcellation files for each of the timepoints
transformations: affine transformations to the common space for each of the timepoints
info: parcellation label description
Fetal MRI datasets
the fetal MRI datasets used for the atlas were acquired at St. Thomas’s Hospital, London as a part of the dHCP project including structural (T2w, T1w) and diffusion MRI (Price et al., 2019); the datasets were motion-corrected and reconstructed using SVR methods (Cordero-Grande et al., 2019; Kuklisova-Murgasova et al., 2012; Christiaens et al., 2021) to 3D isotropic images
the selected cohort includes 187 fetuses without reported anomalies, from 21 to 37 weeks GA range and with good MRI image quality
Methods
the spatio-temportal atlas was constructed using MIRTK toolbox similarlty to the dHCP neonatal atlas based on (Schuh et al., 2018) with multi-channel (T2w+cortex) guided registration
the atlas contains 16 timepoint from [21; 36] weeks GA range with 5 channels (T2w, T1w, FA, MD, RD, average DWI b=1000 shell, ODF) and 0.5mm output isotropic resolution
the atlas timepoints are consistent in space (1 week termoral window in MIRTK atlas construction method)
the atlas timepoints were inspected and the correct anatomy was confirmed by clinicians with more than 10 years experience in fetal MRI
the multi-label brain tissue parcellation protocol was formalised based on both research relevance and visibility of individual structures in T2w images; it has 19 ROIs with separate R/L structures defined based on the fetal brain histology atlases (Bayer et al., 2003; Bayer et al., 2005); the parcellation map was created using a combination of semi-manual refinement of the optimised dHCP DRAW-Em neonatal pipeline segmentations (Makropoulos et al., 2018) and registration between the atlas time-points
License
This brain atlas is distributed under the terms of the Creative Commons Attribution 4.0 International license.
Acknowledgements
The work resulting in this brain atlas was done in the Centre for the Developing Brain at King's College London as part of the dHCP, which received funding from the European Research Council under the European Union's Seventh Framework Programme (FP/2007-2013) [grant no. 319456]. We are grateful to the families who generously supported this trial. The work was supported by the NIHR Biomedical Research Centers at Guy's and St Thomas' NHS Trust.
References
In case you found this resource useful please give appropriate credit to the atlases:
