Author

Isao Goto

Miyagi UniversityORCID 0009-0001-2738-4433Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:plant (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

Ai Furudate· 1 shared Airi Suzuki· 1 shared Aki Hayashi· 1 shared Daiki Suzuki· 1 shared Kaori Kikuchi· 1 shared Shiori Sugiura· 1 shared Shizuka Abiko· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperPlant Biology

Ai Furudate

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1 paper

Recent·Most cited

Plant BiologyPLoS ONEPeer-reviewedJan 8, 2026

Evaluation of Conditional Treatment Effect of Salt Stress on Tomato Sugar Content Using Causal Machine Learning: A Pilot Study

Isao Goto, Shizuka Abiko, Shiori Sugiura…·Kaori Kikuchi

This study uses causal machine learning to evaluate how salt stress affects tomato sugar content under varying environmental conditions, finding humidity as the most influential factor.

DOI 10.1371/journal.pone.0329424

plant (other)bulk RNA-seq

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