Author

Shuqing Sun

Tsinghua Shenzhen International Graduate SchoolORCID 0000-0002-9457-0404Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Huan Yan Xu· 1 shared Qiang Shawn ChengiD· 1 shared Shuang GeiD· 1 shared Yiming ReniD· 1 shared Zhixiang ReniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Huan Yan Xu

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1 paper

Recent·Most cited

SCREP: Towards Single-Cell Drug Response Prediction by Pharmacogenomic Embedding Enhanced Meta-Pretraining and Few-Shot Transfer Learning

Shuang Ge, Shuqing Sun, Yiming Ren, Huan Yan Xu, Qiang Shawn Cheng, Zhixiang Ren

This paper develops a framework for predicting single-cell drug responses using pharmacogenomic embeddings and few-shot transfer learning, showing improved accuracy and generalization.

bioRxiv · Apr 25, 2024 · PreprintBioinformatics