Author

Daiki Shimokawa

Tohoku University

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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Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Kengo TakahashiiD· 1 shared Kiichi Shibuya· 1 shared Takuma UsuzakiiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Kengo TakahashiORCID

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1 paper

Recent·Most cited

Exponentiating pixel values for data augmentation to improve deep learning image classification in chest X-rays

Takuma Usuzaki, Kengo Takahashi, Daiki Shimokawa, Kiichi Shibuya

This study evaluates using exponentiated pixel values for data augmentation in CNNs to classify chest X-rays, finding improved test accuracy at specific exponents.

bioRxiv · Mar 11, 2021 · PreprintBioinformatics