Author

K. Harada

National Cancer Center Exploratory Oncology Research & Clinical Trial CenterORCID 0000-0002-8995-2846Unclaimed ORCID profile · follow to get notified of new preprints

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K. Harada6 papers

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Daisuke KomuraiD· 1 shared Shingo SakashitaiD· 1 shared Shumpei IshikawaiD· 1 shared Yuichiro NomuraiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Daisuke KomuraORCID

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1 paper

Recent·Most cited

BioinformaticsCancer SciencePeer-reviewedDec 23, 2025

Label Noise in Pathological Segmentation is Overlooked, Leading to Potential Overestimation of Artificial Intelligence Models

K. Harada, Yuichiro Nomura, Daisuke Komura…·Shingo Sakashita

This study investigates how label noise in pathology segmentation affects AI model performance, finding that boundary-altering noise leads to overestimation of model accuracy.

2 citations

humanimaging

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