Author

Juncheng Wu

University of California, Santa Cruz

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Fei XiaiD· 1 shared Haojin WangiD· 1 shared Jun MaiD· 1 shared Ningsen Wang· 1 shared Sicheng Chen· 1 shared Suhao YuiD· 1 shared Tianhao Qi· 1 shared Yuyin ZhouiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Fei XiaORCID

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1 paper

Recent·Most cited

A Decade of Deep Learning-based Biomedical Image Segmentation

Suhao Yu, Haojin Wang, Ningsen Wang, Sicheng Chen, Juncheng Wu, Zhenlong Yuan, Tianhao Qi, Zongwei Zhou, Fei Xia, Jun Ma, Yuyin Zhou

This paper reviews the evolution of deep learning in biomedical image segmentation, highlighting the shift to foundation models and introducing a taxonomy for promptable segmentation methods.

bioRxiv · Apr 30, 2026 · PreprintBioengineering