Prof. CAI Mingxuan (蔡銘軒)

Research Output

  1. 2023
  2. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  3. 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 othersLin, Z., Wu, A. R. & Yang, C., 2023, In: Nature Communications. 14, 7848.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  4. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  5. 2022
  6. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  7. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  8. 2021
  9. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 42
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  10. 2020
  11. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  12. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  13. 2018
  14. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 14
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  15. 2017
  16. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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