Hi, I am currently working on a research project about functional connectivity in patients with ADHD.
For this project I want to use the ADHD 200 sample. In a first step, I used nilearn to load the preprocessed data as described here: nilearn.datasets.fetch_adhd - Nilearn
But this subdataset only contains 40 participants. To get more data, I tried to download the preprocessed data from NITRC (NITRC: The Neuro Bureau: Tool/Resource Filelist). To be more specific, I downloaded “All preprocessing results of the neuroimage test sample” (Package: ADHD200 Preproc NIAK) but I couldn’t find the respective confound files for each subject.
Can someone please help me out where I can get the confound files?
Thank you!
Ahoi hoi @nwiltberg,
thank you very much for your question and welcome to neurostars, it’s great to have you here.
I’m brashly tagging a few folks who might know more about this (sorry y’all): @pbellec , @Steven, @satra , @yarikoptic.
Cheers, Peer
Somehow I missed that message in November.
It’s very likely too late, but I will still answer for reference.
The nii
files located in the fmri
folder are fully preprocessed.
There is no need to apply confound regression (and same applies to parcel-based time series).
I had a quick look and I don’t think a full array of confound regressors was shipped in this release.
A comprehensive array of confound regressors only became available in latter versions of NIAK.
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Thank you very much for your reply @pbellec!
Can you then please also help us with the question of how the data available on nilearn (nilearn.datasets.fetch_adhd differ from the data available on NITRC? The nilearn release also contains the confound files and as far as @PeerHerholz and I understood, nilearn refers to NITRC and the released data was also preprocessed using NIAK.
Thanks alot!
From what I can see, nilearn fetches from a dataset adhd40 they are hosting on nitrc: NITRC: Nilearn: Tool/Resource Filelist
I don’t know how those data were preprocessed and was not involved in the preparation.
I don’t recognize the naming pattern either (%s_rest_tshift_RPI_voreg_mni.nii.gz), it does not seem to fit either the athena or niak preprocessed release of the ADHD-200 dataset.
I searched a little bit the docs but could not find pointers to documentation on how these files have been preprocessed.
Maybe @bthirion has some insights.