Author

I. A. Bonatelli

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Evolutionary Biology· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:phylogenetics / evolution· 1 Organism:plant (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

D. C. Zappi· 1 shared E. M. Moraes· 1 shared F. F. Franco· 1 shared M. F. Perez· 1 shared M. Romeiro-Brito· 1 shared N. P. Taylor· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperEvolutionary Biology

D. C. Zappi

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1 paper

Recent·Most cited

Coalescent-based species delimitation meets deep learning: Insights from a highly fragmented cactus system

M. F. Perez, I. A. Bonatelli, M. Romeiro-Brito, F. F. Franco, N. P. Taylor, D. C. Zappi, E. M. Moraes

The paper introduces a deep learning framework combining the multispecies coalescent model with CNNs to delimit species boundaries, showing higher accuracy than ABC in a cactus species complex.

bioRxiv · Dec 23, 2020Evolutionary Biology