Author

Y. Nikaido

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 type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

F. Obata· 1 shared J. Fujii· 1 shared M. Saito· 1 shared R. Ozuru· 1 shared S. Miyahara· 1 shared S. Y. A. M. Villanueva· 1 shared T. Masuzawa· 1 shared Y. Oyamada· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

F. Obata

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1 paper

Recent·Most cited

A Machine Learning Model of Microscopic Agglutination Test for Diagnosis of Leptospirosis

Y. Oyamada, R. Ozuru, T. Masuzawa, S. Miyahara, Y. Nikaido, F. Obata, M. Saito, S. Y. A. M. Villanueva, J. Fujii

This paper develops a machine learning model to automate the Microscopic Agglutination Test (MAT) for leptospirosis diagnosis by improving classification accuracy using wavelet coefficient histograms.

bioRxiv · Dec 8, 2020Microbiology