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# A template for decentralized, reproducible processing

This repository contains all materials described in Wierzba et al. (2021) and
This repository contains all materials described in Wagner, Waite, Wierzba et al. (2021) and
can be used as a template to set up similar processing workflows.
In addition to these tutorials, an automatically recomputable, open processing
example with this workflow can be found at [github.com/psychoinformatics-de/processing-workflow-tutorial](https://github.com/psychoinformatics-de/processing-workflow-tutorial).

Please cite the corresponding publication when using this workflow or materials
from it, as well as its underlying software tools.

- [ADD Wierzba et al. 2021]
- [Wagner, Waite, Wierzba et al. 2021](https://www.biorxiv.org/content/10.1101/2021.10.12.464122v1)
- [datalad](https://zenodo.org/record/4495661#.YEuShCUo8UE):
Hanke, Michael, Halchenko, Yaroslav O., Poldrack, Benjamin, Meyer, Kyle, Solanky, Debanjum Singh, Alteva, Gergana, … Nichols, B. Nolan. (2021, February 2). datalad/datalad: ## 0.14.0 (February 02, 2021) (Version 0.14.0). Zenodo. http://doi.org/10.5281/zenodo.4495661

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- ``tutorial.md``: A tutorial to setup a self-contained analysis from
``bootstrap_forrest_fmriprep.sh``. Read this in order to understand and use ``bootstrap_forrest_fmriprep.sh``.
- ``bootstrap_ukb_cat.sh``: This script bootstraps the analysis workflow from scratch
presented in Wierzba et al. (2021) from scratch. Running it requires UKBiobank
presented in Wagner, Waite, Wierzba et al. (2021) from scratch. Running it requires UKBiobank
data and a CAT software container. You can use this file or
``bootstrap_forrest_fmriprep.sh`` to adjust the workflow to your usecase - please edit
anything with a "FIX-ME" mark-up.
- ``ukb_cat_processing.md``: A tutorial that describes the necessary procedures
to reproduce the CAT-based UK-Biobank processing in Wierzba et al. Read this in order to understand and use ``bootstrap_ukb_cat.sh``
to reproduce the CAT-based UK-Biobank processing in Wagner, Waite, Wierzba et al. Read this in order to understand and use ``bootstrap_ukb_cat.sh``
- ``code_cat_standalone_batchUKB.txt``: A Batch file for CAT12 processing. This
script is relevant to setup the CAT12 processing pipeline reported in
[Wierzba et al., 2021]()
[Wagner, Waite, Wierzba et al., 2021](https://www.biorxiv.org/content/10.1101/2021.10.12.464122v1)
- ``finalize_job_outputs``: A script that wraps up CAT processing outputs into
tarballs. This script is relevant to setup the CAT12 processing pipeline reported in [Wierzba et al., 2021]()
tarballs. This script is relevant to setup the CAT12 processing pipeline reported in [Wagner, Waite, Wierzba et al., 2021](https://www.biorxiv.org/content/10.1101/2021.10.12.464122v1)



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It uses open data and pipelines, and should be able to run on a system with
fulfilled software requirements with only minimal adjustments.

## Reproduce Wierzba et al.
## Reproduce Wagner, Waite, Wierzba et al.

Instructions how to reproduce the UK Biobank computation reported in Wierzba et
Instructions how to reproduce the UK Biobank computation reported in Wagner, Waite, Wierzba et
al. are described in ``ukb_cat_processing.md``


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## After workflow completion

As described in more detail in Wierzba et al. (2021), the results of the
As described in more detail in Wagner, Waite, Wierzba et al. (2021), the results of the
computation exist on separate branches in the output dataset.
They need to be merged into the main branch and connected to the result data in
the storage sibling of the RIA remote.
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