Author

Masashi Fukayama

The University of TokyoORCID 0000-0002-0460-064XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Asami Yamamoto· 1 shared Daisuke KomuraiD· 1 shared Hiroki Konishi· 1 shared Hiroto KatohiD· 1 shared Hirotomo Koda· 1 shared Rui YamaguchiiD· 1 shared Seiya ImotoiD· 1 shared Shinichiro AtsumiiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Asami Yamamoto

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedMay 28, 2019

Capturing the Differences between Humoral Immunity in the Normal and Tumor Environments from Repertoire-Seq of B-Cell Receptors Using Supervised Machine Learning

Hiroki Konishi, Daisuke Komura, Hiroto Katoh…·Shumpei Ishikawa

This study uses supervised machine learning to classify BCR/Ig sequences from normal and tumor tissues, finding distinct sequence-level features between the two environments.

28 citations

humanbulk RNA-seq