Author

T. Ikemura

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Evolutionary Biology· 1

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Research Focus:clustering· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:phylogenetics / evolution· 1 Approach:statistical model· 1 Organism:virus· 1 Assay:whole-genome sequencing· 1

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K. Wada· 1 shared T. Abe· 1 shared Y. Iwasaki· 1 shared Y. Wada· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperEvolutionary Biology

K. Wada

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1 paper

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Evolutionary BiologybioRxivPreprintOct 11, 2020

Unsupervised explainable AI for simultaneous molecular evolutionary study of forty thousand SARS-CoV-2 genomes

T. Ikemura, K. Wada, Y. Wada…·T. Abe

The paper applies an explainable AI method to analyze 40,000 SARS-CoV-2 genomes, revealing clade clustering based on oligonucleotide composition without prior knowledge.

DOI 10.1101/2020.10.11.335406

virusDNA methylation

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