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Transfer learning improves resting-state functional connectivity pattern analysis using convolutional neural networks
BACKGROUND: Deep learning is gaining importance in the prediction of cognitive states and brain pathology based on neuroimaging data. Including multiple hidden layers in artificial neural networks enables unprecedented predictive power; however, the proper training of deep neural networks requires t...
Gorde:
| Argitaratua izan da: | Gigascience |
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| Egile Nagusiak: | , , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
Oxford University Press
2018
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| Gaiak: | |
| Sarrera elektronikoa: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6283213/ https://ncbi.nlm.nih.gov/pubmed/30395218 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/gigascience/giy130 |
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