Author

Toyonori Tsuzuki

Aichi Medical University HospitalORCID 0000-0002-4855-4366Unclaimed ORCID profile · follow to get notified of new preprints

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

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

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