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Groupyr: Sparse Group Lasso in Python
2021
Journal of Open Source Software
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Groupyr development was supported through a grant from the Gordon and Betty Moore Foundation and from the Alfred P. ...
All other authors are listed in alphabetical order by surname. We describe contributions to the paper using the CRediT taxonomy (Brand et al., 2015) . ...
Groupyr: Sparse Group Lasso in Python. Journal of Open Source Software, 6(58), 3024. https://doi.org/10. 21105/joss.03024 ...
doi:10.21105/joss.03024
fatcat:lzntzkq2izfgtljz4qppivwyce
Multidimensional analysis and detection of informative features in human brain white matter
2021
PLoS Computational Biology
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
We developed a method based on the sparse group lasso (SGL) that takes into account tissue properties along all of the bundles and selects informative features by enforcing both global and bundle-level ...
These approaches are limited in their sensitivity, in the former case, or in their statistical power, in the latter. ...
Sparse group lasso Before fitting a model to the data, imputation and standardization are performed. ...
doi:10.1371/journal.pcbi.1009136
pmid:34181648
fatcat:dllei7jxn5airpjqq4iqobyope