Prof. CAI Mingxuan (蔡銘軒)

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Research Output

  1. 2024
  2. Published

    Benchmarking Mendelian randomization methods for causal inference using genome-wide association study summary statistics

    Hu, X., Cai, M., Xiao, J., Wan, X., Wang, Z., Zhao, H. & Yang, C., 8 Aug 2024, In: American Journal of Human Genetics. 111, 8, p. 1717-1735

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  3. Published

    MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information

    Wang, Z., Zhang, F., Zheng, C., Hu, X., Cai, M. & Yang, C., 2024, In: Journal of Computational and Graphical Statistics. 33, 4, p. 1339–1349 12 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  4. 2023
  5. Published

    PALM: a powerful and adaptive latent model for prioritizing risk variants with functional annotations

    Yu, X., Xiao, J., Cai, M., Jiao, Y., Wan, X., Liu, J. & Yang, C., Feb 2023, In: Bioinformatics. 39, 2, btad068.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  6. Published

    Integrating spatial and single-cell transcriptomics data using deep generative models with SpatialScope

    Wan, X., Xiao, J., Tam, S. S. T., Cai, M., Sugimura, R., Wang, Y. & Wan, X. & 3 others, Lin, Z., Wu, A. R. & Yang, C., 2023, In: Nature Communications. 14, 7848.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 19
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  7. Published

    XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias

    Cai, M., Wang, Z., Xiao, J., Hu, X., Chen, G. & Yang, C., 2023, In: Nature Communications. 14, 1, 6870.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 5
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  8. 2022

  9. Leveraging the local genetic structure for trans-ancestry association mapping

    Xiao, J., Cai, M., Yu, X., Hu, X., Chen, G., Wan, X. & Yang, C., 7 Jul 2022, In: American Journal of Human Genetics. 109, 7, p. 1317-1337

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 9
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  10. XPXP: Improving polygenic prediction by cross-population and cross-phenotype analysis

    Xiao, J., Cai, M., Hu, X., Wan, X., Chen, G. & Yang, C., 1 Apr 2022, In: Bioinformatics. 38, 7, p. 1947-1955

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 10
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  11. 2021

  12. A unified framework for cross-population trait prediction by leveraging the genetic correlation of polygenic traits

    Cai, M., Xiao, J., Zhang, S., Wan, X., Zhao, H., Chen, G. & Yang, C., 1 Apr 2021, In: American Journal of Human Genetics. 108, 4, p. 632-655

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 58
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  13. 2020

  14. IGREX for quantifying the impact of genetically regulated expression on phenotypes

    Cai, M., Chen, L. S., Liu, J. & Yang, C., Mar 2020, In: NAR Genomics and Bioinformatics. 2, 1, lqaa010.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
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  15. BIVAS: A Scalable Bayesian Method for Bi-Level Variable Selection With Applications

    Cai, M., Dai, M., Ming, J., Peng, H., Liu, J. & Yang, C., 2020, In: Journal of Computational and Graphical Statistics. 29, 1, p. 40-52

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 9
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  16. 2018

  17. LSMM: A statistical approach to integrating functional annotations with genome-wide association studies

    Ming, J., Dai, M., Cai, M., Wan, X., Liu, J. & Yang, C., 15 Aug 2018, In: Bioinformatics. 34, 16, p. 2788-2796

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 15
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  18. 2017

  19. IGESS: A statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies

    Dai, M., Ming, J., Cai, M., Liu, J., Yang, C., Wan, X. & Xu, Z., 15 Sept 2017, In: Bioinformatics. 33, 18, p. 2882-2889

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 12
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