Author

Sheng-Cheng Chang

National Taiwan 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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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Ann-Shyn Chiang· 1 shared Gary H. ChangiD· 1 shared Li‐An ChuiD· 1 shared Puwei Lian· 1 shared Tzu‐Yi ChuangiD· 1 shared Wei-Kun Chang· 1 shared Ya-Ding Liu· 1 shared Yu-Chen Kuo· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Ann-Shyn Chiang

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1 paper

Recent·Most cited

Latent-centric Isotropic Resolution Enhancement for Expansion Microscopy Imaging via Neural Compression and Self-supervised Learning

Puwei Lian, Tzu‐Yi Chuang, Ya-Ding Liu, Li‐An Chu, Sheng-Cheng Chang, Yu-Chen Kuo, Wei-Kun Chang, Ann-Shyn Chiang, Gary H. Chang

This paper introduces a self-supervised framework for isotropic super-resolution and compression in expansion microscopy, enabling efficient storage and analysis of whole-organ datasets.

bioRxiv · Feb 10, 2026 · PreprintBioinformatics