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Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification
Rapid and accurate clinical diagnosis remains challenging. A component of diagnosis tool development is the design of effective classification models with Mass spectrometry (MS) data. Some Machine Learning approaches have been investigated but these models require time-consuming preprocessing steps...
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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/PMC7644674/ https://ncbi.nlm.nih.gov/pubmed/33154370 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-19354-z |
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