Author

Tzu‐Yi Chuang

National Taiwan UniversityORCID 0000-0002-9356-6155Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Gary H. ChangiD· 2 shared Puwei Lian· 2 shared Ann-Shyn Chiang· 1 shared Li‐An ChuiD· 1 shared Sheng-Cheng Chang· 1 shared Wei-Kun Chang· 1 shared Ya-Ding Liu· 1 shared Yi-Hsuan Yen· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 30 mutual co-author links

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2 shared papersBioinformatics

Gary H. ChangORCID

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2 papers

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

Identification of Pain-Associated Effusion-Synovitis from Knee Magnetic Resonance Imaging by Deep Generative Networks

Puwei Lian, Tzu‐Yi Chuang, Yi-Hsuan Yen, Gary H. Chang

This study uses deep generative networks to identify pain-associated effusion-synovitis in knee MRI scans and finds subregion-specific associations with pain symptoms.

bioRxiv · May 4, 2023 · PreprintBioinformatics