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Sharing brain mapping statistical results with the neuroimaging data model [article]

Camille Maumet, Tibor Auer, Alexander Bowring, Gang Chen, Samir Das, Guillaume Flandin, Satrajit Ghosh, Tristan Glatard, Krzysztof J. Gorgolewski, Karl G. Helmer, Mark Jenkinson, David Keator (+6 others)
<span title="2016-04-13">2016</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work we introduce NIDM-Results, a format specification providing a machine-readable description of neuroimaging statistical results along with key image data summarising the experiment.  ...  Tools are available to export NIDM-Result graphs and associated files from the widely used SPM and FSL software packages, and the NeuroVault repository can import NIDM-Results archives.  ...  A general XML schema and SPM toolbox for storage of neuro-imaging results and anatomical labels. Neuroinformatics 00, 199-211 (2006). 33.  ... 
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PROCEEDINGS OF THE 15TH PYTHON IN SCIENCE CONFERENCE SCHOLARSHIP RECIPIENTS JUMP TRADING AND NUMFOCUS DIVERSITY SCHOLARSHIP RECIPIENTS

Katy Huff, David Lippa, Dillon Niederhut, M Pacer, Serge Rey, Program Chairs, Juan Communications, Shishido, David Lippa, Katy Huff, M Pacer, Dillon Niederhut (+44 others)
<i > Proceedings of the 15th Python in Science Conference July 10-July 16 • </i> &nbsp; <span class="release-stage">unpublished</span>
Akola, for suggestions and contributions. The program was developed to analyze the results of simulations of phase change materials carried out on supercomputers in the Forschungszentrum Jülich.  ...  Francesco Pontiggia for helping us solidify many of our data handling and computing ideas and Dr. Jian-You Lin for being the first independent tester of our toolchain.  ...  One example of this workflow is with the popular ImageNet dataset [DDS + 09]: humans have provided millions of image labels, and there have been dozens of models to predict labels for unseen images [SLJ  ... 
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