Siyuan Chen

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3 Article

A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics
Li, H., Zhou, J., Li, Z., Chen, S., Liao, X., Zhang, B., Zhang, R., Wang, Y., Sun, S. & Gao, X., Dec 2023, In: Nature Communications. 14, 1, 1548.
Research output: Contribution to journal › Article › peer-review

Open Access
46 Scopus citations
Deep learning identifies and quantifies recombination hotspot determinants
Li, Y., Chen, S., Rapakoulia, T., Kuwahara, H., Yip, K. Y. & Gao, X., May 15 2022, In: Bioinformatics. 38, 10, p. 2683-2691 9 p.
Research output: Contribution to journal › Article › peer-review

Open Access
4 Scopus citations
Self-supervised contrastive learning for integrative single cell RNA-seq data analysis
Han, W., Cheng, Y., Chen, J., Zhong, H., Hu, Z., Chen, S., Zong, L., Hong, L., Chan, T. F., King, I., Gao, X. & Li, Y., Sep 1 2022, In: Briefings in bioinformatics. 23, 5, bbac377.
Research output: Contribution to journal › Article › peer-review

Open Access
28 Scopus citations

Findings on Machine Learning Discussed by Investigators at King Abdullah University of Science and Technology (KAUST) (Ppml-omics: a Privacy-preserving Federated Machine Learning Method Protects Patients' Privacy In Omic Data)
Gao, X., Han, W., Li, Z., Zhou, L., Zhang, B., Wang, D., Zhou, J., Chen, S. & Wu, Y.
05/3/24
1 item of Media coverage
Press/Media: Press / Media
Research on Alcohols Detailed by Researchers at Cangzhou Normal University (Preparation and Sustained-Release Property of Chitosan Maleate Hydrogel with pH Response)
Chen, S.
10/23/23
1 item of Media coverage
Press/Media: Press / Media

Siyuan Chen

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Collaborations and top research areas from the last five years

Dive into details

A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics

Deep learning identifies and quantifies recombination hotspot determinants

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis

Findings on Machine Learning Discussed by Investigators at King Abdullah University of Science and Technology (KAUST) (Ppml-omics: a Privacy-preserving Federated Machine Learning Method Protects Patients' Privacy In Omic Data)

Research on Alcohols Detailed by Researchers at Cangzhou Normal University (Preparation and Sustained-Release Property of Chitosan Maleate Hydrogel with pH Response)

Siyuan Chen

Fingerprint

Collaborations and top research areas from the last five years

Research output

A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics

Deep learning identifies and quantifies recombination hotspot determinants

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis

Press/Media

Findings on Machine Learning Discussed by Investigators at King Abdullah University of Science and Technology (KAUST) (Ppml-omics: a Privacy-preserving Federated Machine Learning Method Protects Patients' Privacy In Omic Data)

Research on Alcohols Detailed by Researchers at Cangzhou Normal University (Preparation and Sustained-Release Property of Chitosan Maleate Hydrogel with pH Response)