Rxivist logo

Rxivist combines preprints from bioRxiv with data from Twitter to help you find the papers being discussed in your field. Currently indexing 57,521 bioRxiv papers from 264,855 authors.

The Neuro Bureau ADHD-200 Preprocessed Repository

By Pierre Bellec, Carlton Chu, Fran├žois Chouinard-Decorte, Yassine Benhajali, Daniel S. Margulies, R Cameron Craddock

Posted 17 Jan 2016
bioRxiv DOI: 10.1101/037044 (published DOI: 10.1016/j.neuroimage.2016.06.034)

In 2011, the "ADHD-200 Global Competition" was held with the aim of identifying biomarkers of attention-deficit/hyperactivity disorder from resting-state functional magnetic resonance imaging (rs-fMRI) and structural MRI (s-MRI) data collected on 973 individuals. Statisticians and computer scientists were potentially the most qualified for the machine learning aspect of the competition, but generally lacked the specialized skills to implement the necessary steps of data preparation for rs-fMRI. Realizing this barrier to entry, the Neuro Bureau prospectively collaborated with all competitors by preprocessing the data and sharing these results at the Neuroimaging Informatics Tools and Resources Clearinghouse (NITRC) (\url{http://www.nitrc.org/frs/?group_id=383}). This "ADHD-200 Preprocessed" release included multiple analytical pipelines to cater to different philosophies of data analysis. The processed derivatives included denoised and registered 4D fMRI volumes, regional time series extracted from brain parcellations, maps of 10 intrinsic connectivity networks, fractional amplitude of low frequency fluctuation, and regional homogeneity, along with grey matter density maps. The data was used by several teams who competed in the ADHD-200 Global Competition, including the winning entry by a group of biostaticians. To the best of our knowledge, the ADHD-200 Preprocessed release was the first large public resource of preprocessed resting-state fMRI and structural MRI data, and remains to this day the only resource featuring a battery of alternative processing paths.

Download data

  • Downloaded 2,308 times
  • Download rankings, all-time:
    • Site-wide: 1,597 out of 57,521
    • In neuroscience: 223 out of 10,110
  • Year to date:
    • Site-wide: 4,884 out of 57,521
  • Since beginning of last month:
    • Site-wide: 4,668 out of 57,521

Altmetric data


Downloads over time

Distribution of downloads per paper, site-wide


Sign up for the Rxivist weekly newsletter! (Click here for more details.)


News