Author

Shao-Yu Chang

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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Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Chia-Hung YangiD· 1 shared Ching‐Hung LiniD· 1 shared Yen-Yin LiniD· 1 shared Yen‐Shen LuiD· 1 shared Yi-Wen Lin· 1 shared Yi‐Hsuan LeeiD· 1 shared Yu-Chieh LiniD· 1 shared Yu-Han Hsieh· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

Chia-Hung YangORCID

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1 paper

Recent·Most cited

PathologybioRxivPreprintJan 17, 2024

Cross-institutional HER2 assessment via a computer-aided system using federated learning and stain composition augmentation

Chia-Hung Yang, Yung-An Chen, Shao-Yu Chang…·Yen-Yin Lin

This paper develops a HER2 assessment system using federated learning and stain composition augmentation, achieving over 90% accuracy across two institutions with improved generalizability.

DOI 10.1101/2024.01.17.576160

humanimaging

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