Author

C. Garcia Balaguera

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Biology Disciplines

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Immunology· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

E. Nsoesie· 1 shared E. Rees· 1 shared G. Jaramillo Ramirez· 1 shared K. Charland· 1 shared K. Zinszer· 1 shared M. Carabali· 1 shared M. Maher-Giroux· 1 shared M. Yuan· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperImmunology

E. Nsoesie

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1 paper

Recent·Most cited

ImmunologybioRxivJan 14, 2020

Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burdens at the national sub-national scale in Colombia

N. Zhao, K. Charland, M. Carabali…·K. Zinszer

This paper compares random forests and artificial neural networks for predicting dengue cases in Colombia, finding that random forests provide more accurate forecasts, especially when applied nationally to local data.

DOI 10.1371/journal.pntd.0008056

machine learning (classical)drug response / drug discovery

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