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 # julia-recon-advances-in-spiral-fmri
 Example pipeline for undersampled (R=4) spiral image reconstruction with static B0 correction 
 - using [MRIReco.jl](https://magneticresonanceimaging.github.io/MRIReco.jl/latest/), an MRI reconstruction framework written in Julia ([Knopp and Grosser, MRM, 2021](https://doi.org/10.1002/mrm.28792))
-- and raw data (ISMRMRD, NIfTI) publicly available within the [ETH Research Collection](https://doi.org/10.3929/ethz-b-000487412)
+- and raw data (ISMRMRD, NIfTI) publicly available for download within the [ETH Research Collection](https://doi.org/10.3929/ethz-b-000487412) and described as a [Data in Brief](https://doi.org/10.1016/j.dib.2022.108050) article.
 
-This repository showcases an iterative image reconstruction (conjugate gradient SENSE) of undersampled high-resolution single-shot spiral fMRI data, including accelerated static B0 correction using pre-acquired and -processed B0 and sensitivity maps. The spiral imaging results from that data, reconstructed with a similar  algorithm (in Matlab), were published in our paper [Advances in spiral fMRI: A high-resolution study with single-shot acquisition](https://doi.org/10.1016/j.neuroimage.2021.118738) (Kasper et al., NeuroImage, 2022).
+This repository showcases an iterative image reconstruction (conjugate gradient SENSE) of undersampled high-resolution single-shot spiral fMRI data, including accelerated static B0 correction using pre-acquired and -processed B0 and sensitivity maps. The dataset is described in detail in a [Data in Brief](https://doi.org/10.1016/j.dib.2022.108050) article. The spiral imaging results from that data, reconstructed with a similar algorithm (in Matlab), were published in our paper [Advances in spiral fMRI: A high-resolution study with single-shot acquisition](https://doi.org/10.1016/j.neuroimage.2021.118738) (Kasper et al., NeuroImage, 2022).
 
 
 # Related Work
 
 ## Publications
 
-- [Advances in spiral fMRI: A high-resolution study with single-shot acquisition](https://doi.org/10.1016/j.neuroimage.2021.118738), NeuroImage, 2022
+- Data: [Advances in spiral fMRI: A high-resolution dataset](https://doi.org/10.1016/j.dib.2022.108050), Data In Brief, 2022
+- Results: [Advances in spiral fMRI: A high-resolution study with single-shot acquisition](https://doi.org/10.1016/j.neuroimage.2021.118738), NeuroImage, 2022
 
 ## Code
 
@@ -21,3 +22,4 @@ This repository showcases an iterative image reconstruction (conjugate gradient
 ## Data
 
 - [Data Collection for the Article "Advances in Spiral fMRI - A High-resolution Study with Single-shot Acquisition"](https://doi.org/10.3929/ethz-b-000487412), ETH Research collection, 2021
+    - Additional Metadata and data description: Article [Advances in spiral fMRI: A high-resolution dataset](https://doi.org/10.1016/j.dib.2022.108050), Data in Brief, 2022