Author

Sunao Noguchi

University of Hyogo

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Hidehiro IshizawaiD· 1 shared Kodai Kimura· 1 shared Masahiro TakeoiD· 1 shared Miku Kito· 1 shared Yuichiro NomuraiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperMicrobiology

Hidehiro IshizawaORCID

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1 paper

Recent·Most cited

Decoding emergent properties of microbial community functions through sub-community observations and interpretable machine learning

Hidehiro Ishizawa, Sunao Noguchi, Miku Kito, Yuichiro Nomura, Kodai Kimura, Masahiro Takeo

This study uses sub-community analysis and machine learning to predict and interpret microbial community functions, showing that small sub-communities can predict larger community functions.

The ISME Journal · Jan 1, 2025Peer-reviewedMicrobiology