Author

Yasushi Numata

RIKEN Center for Advanced Intelligence Project

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· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Akira ShimizuiD· 1 shared Gen TamiyaiD· 1 shared Go KimuraiD· 1 shared Hiromu Morikawa· 1 shared Hiroyuki KannoiD· 1 shared Ichiro MaedaiD· 1 shared Jun AkatsukaiD· 1 shared Manabu FukumotoiD· 1 shared

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2019-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Akira ShimizuORCID

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1 paper

Recent·Most cited

Automated acquisition of knowledge beyond pathologists

Yoichiro Yamamoto, Toyonori Tsuzuki, Jun Akatsuka, Masao Ueki, Hiromu Morikawa, Yasushi Numata, Taishi Takahara, Takuji Tsuyuki, Akira Shimizu, Ichiro Maeda, Shinichi Tsuchiya, Hiroyuki Kanno, Yukihiro Kondo, Manabu Fukumoto, Gen Tamiya, , Go Kimura

This study develops a deep learning method to automatically extract explainable features from histopathological images, achieving higher accuracy than human pathologists in predicting prostate cancer recurrence.

bioRxiv · Feb 4, 2019 · PreprintBioinformatics