Author

Y. Shimahara

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Organism:Arabidopsis· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. Tonouchi· 1 shared H. Kudoh· 1 shared J. Akita· 1 shared J. Sese· 1 shared J. Sugisaka· 1 shared J. Sun· 1 shared K. K. Shimizu· 1 shared K. Kuroki· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

A. Tonouchi

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1 paper

Recent·Most cited

PlantServation: time-series phenotyping using machine learning revealed seasonal pigment fluctuation in diploid and polyploid Arabidopsis

R. Akiyama, T. Goto, T. Tameshige, J. Sugisaka, K. Kuroki, J. Sun, J. Akita, M. Hatakeyama, H. Kudoh, T. Kenta, A. Tonouchi, Y. Shimahara, J. Sese, N. Kutsuna, R. Shimizu-Inatsugi, K. K. Shimizu

PlantServation uses machine learning to analyze field images and estimate anthocyanin content in Arabidopsis, revealing seasonal fluctuations influenced by environmental factors.

bioRxiv · Nov 21, 2022 · PreprintPlant Biology