Author

Kanta Suga

Waseda University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Approach:optimal transport· 1

Frequent Co-Authors

Keisuke YamadaiD· 2 shared Michiaki HamadaiD· 2 shared Fumitaka HashiyaiD· 1 shared Hiroshi AbeiD· 1 shared Koji HashimotoiD· 1 shared Masahito InagakiiD· 1 shared Naoko AbeiD· 1 shared Susumu Tsutsumi· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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2 shared papersBioinformatics

Keisuke YamadaORCID

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2 papers

Recent·Most cited

Deciphering the comprehensive relationship between 5'UTR and 3'UTR sequences with deep learning

Kanta Suga, Keisuke Yamada, Michiaki Hamada

This paper uses deep learning to predict relationships between 5' and 3' UTRs, finding that highly related pairs are enriched in genes involved in neural development and have distinct sequence and structural features.

Bioinformatics · Aug 25, 2026Peer-reviewedBioinformatics

Multi-objective computational optimization of human 5' UTR sequences

Keisuke Yamada, Kanta Suga, Naoko Abe, Koji Hashimoto, Susumu Tsutsumi, Masahito Inagaki, Fumitaka Hashiya, Hiroshi Abe, Michiaki Hamada

This study develops a computational pipeline to optimize human 5' UTR sequences using a multi-objective framework, addressing up to four conflicting objectives.

Briefings in Bioinformatics · May 1, 2025Peer-reviewedBioinformatics