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Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
Recently, deep learning has unlocked unprecedented success in various domains, especially using images, text, and speech. However, deep learning is only beneficial if the data have nonlinear relationships and if they are exploitable at available sample sizes. We systematically profiled the performan...
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| Udgivet i: | Nat Commun |
|---|---|
| Main Authors: | , , , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7447816/ https://ncbi.nlm.nih.gov/pubmed/32843633 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-18037-z |
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