Author

T. Shimazaki

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Evolutionary Biology· 1

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1 Organism:human· 1 Research Focus:phylogenetics / evolution· 1 Approach:variational autoencoder· 1 Assay:whole-genome sequencing· 1

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H. Niioka· 1 shared J. Miyake· 1 shared K. Nishimoto· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperEvolutionary Biology

H. Niioka

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1 paper

Recent·Most cited

Extracting Phylogenetic Information of Human Mitochondrial DNA by Linear Autoencoder

T. Shimazaki, K. Nishimoto, H. Niioka, J. Miyake

The paper uses a linear autoencoder to analyze human mitochondrial DNA sequences, revealing clustering patterns that align with mtDNA haplogroups during training.

bioRxiv · Jun 22, 2021 · PreprintEvolutionary Biology