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A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks
BACKGROUND: Echo-state networks (ESN) are part of a group of reservoir computing methods and are basically a form of recurrent artificial neural networks (ANN). These methods can perform classification tasks on time series data. The recurrent ANN of an echo-state network has an 'echo-state'...
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| Päätekijät: | , , , , , , |
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| Aineistotyyppi: | Artigo |
| Kieli: | Inglês |
| Julkaistu: |
BioMed Central
2010
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| Aiheet: | |
| Linkit: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2828418/ https://ncbi.nlm.nih.gov/pubmed/20092639 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1472-6947-10-4 |
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