Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression.
In diagnostic applications of statistical machine learning methods to brain imaging data, common problems include data high-dimensionality and co-linearity, which often cause over-fitting and instability. To overcome these problems, we applied partial least squares (PLS) regression to resting-state...
Gorde:
| Egile Nagusiak: | , , , , , , , |
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| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
Public Library of Science (PLoS)
2017-01-01
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| Saila: | PLoS ONE |
| Sarrera elektronikoa: | http://europepmc.org/articles/PMC5507488?pdf=render |
| Etiketak: |
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