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Xiaoran Tong, Ph.D.

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    20162024

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    • 2024

      Using publicly available data to predict recreational cannabis legalization at the county-level: A machine learning approach

      Montgomery, B. W., Tong, X., Vsevolozhskaya, O. & Anthony, J. C., Mar 2024, In: International Journal of Drug Policy. 125, 104340.

      Research output: Contribution to journal › Article › peer-review

    • 2023

      Expectile Neural Networks for Genetic Data Analysis of Complex Diseases

      Lin, J., Tong, X., Li, C. & Lu, Q., Jan 1 2023, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 20, 1, p. 352-359 8 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      2 Scopus citations

    • Questionnaire-Based Polyexposure Assessment Outperforms Polygenic Scores for Classification of Type 2 Diabetes in a Multiancestry Cohort

      Akhtari, F. S., Lloyd, D., Burkholder, A., Tong, X., House, J. S., Lee, E. Y., Buse, J., Schurman, S. H., Fargo, D. C., Schmitt, C. P., Hall, J. & Motsinger-Reif, A. A., May 2023, In: Diabetes Care. 46, 5, p. 929-937 9 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2022

      Fast heritability estimation based on MINQUE and batch training

      Tang, M., Hou, T., Tong, X., Shen, X., Zhang, X., Wang, T. & Lu, Q., May 1 2022, In: Briefings in Bioinformatics. 23, 3, bbac115.

      Research output: Contribution to journal › Article › peer-review

    • Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms

      Jami, E. S., Hammerschlag, A. R., Ip, H. F., Allegrini, A. G., Benyamin, B., Border, R., Diemer, E. W., Jiang, C., Karhunen, V., Lu, Y., Lu, Q., Mallard, T. T., Mishra, P. P., Nolte, I. M., Palviainen, T., Peterson, R. E., Sallis, H. M., Shabalin, A. A., Tate, A. E., Thiering, E., & 74 othersVilor-Tejedor, N., Wang, C., Zhou, A., Adkins, D. E., Alemany, S., Ask, H., Chen, Q., Corley, R. P., Ehli, E. A., Evans, L. M., Havdahl, A., Hagenbeek, F. A., Hakulinen, C., Henders, A. K., Hottenga, J. J., Korhonen, T., Mamun, A., Marrington, S., Neumann, A., Rimfeld, K., Rivadeneira, F., Silberg, J. L., van Beijsterveldt, C. E., Vuoksimaa, E., Whipp, A. M., Tong, X., Andreassen, O. A., Boomsma, D. I., Brown, S. A., Burt, S. A., Copeland, W., Dick, D. M., Harden, K. P., Harris, K. M., Hartman, C. A., Heinrich, J., Hewitt, J. K., Hopfer, C., Hypponen, E., Jarvelin, M. R., Kaprio, J., Keltikangas-Järvinen, L., Klump, K. L., Krauter, K., Kuja-Halkola, R., Larsson, H., Lehtimäki, T., Lichtenstein, P., Lundström, S., Maes, H. H., Magnus, P., Munafò, M. R., Najman, J. M., Njølstad, P. R., Oldehinkel, A. J., Pennell, C. E., Plomin, R., Reichborn-Kjennerud, T., Reynolds, C., Rose, R. J., Smolen, A., Snieder, H., Stallings, M., Standl, M., Sunyer, J., Tiemeier, H., Wadsworth, S. J., Wall, T. L., Whitehouse, A. J. O., Williams, G. M., Ystrøm, E., Nivard, M. G., Bartels, M. & Middeldorp, C. M., Jul 2022, In: Journal of the American Academy of Child and Adolescent Psychiatry. 61, 7, p. 934-945 12 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      24 Scopus citations
    • 2021

      Continuity of Genetic Risk for Aggressive Behavior Across the Life-Course

      Sep 2021, In: Behavior Genetics. 51, 5, p. 592-606 15 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      8 Scopus citations

    • Genetic association study of childhood aggression across raters, instruments, and age

      Ip, H. F., van der Laan, C. M., Krapohl, E. M. L., Brikell, I., Sánchez-Mora, C., Nolte, I. M., St Pourcain, B., Bolhuis, K., Palviainen, T., Zafarmand, H., Colodro-Conde, L., Gordon, S., Zayats, T., Aliev, F., Jiang, C., Wang, C. A., Saunders, G., Karhunen, V., Hammerschlag, A. R., Adkins, D. E., & 129 othersBorder, R., Peterson, R. E., Prinz, J. A., Thiering, E., Seppälä, I., Vilor-Tejedor, N., Ahluwalia, T. S., Day, F. R., Hottenga, J. J., Allegrini, A. G., Rimfeld, K., Chen, Q., Lu, Y., Martin, J., Soler Artigas, M., Rovira, P., Bosch, R., Español, G., Ramos Quiroga, J. A., Neumann, A., Ensink, J., Grasby, K., Morosoli, J. J., Tong, X., Marrington, S., Middeldorp, C., Scott, J. G., Vinkhuyzen, A., Shabalin, A. A., Corley, R., Evans, L. M., Sugden, K., Alemany, S., Sass, L., Vinding, R., Ruth, K., Tyrrell, J., Davies, G. E., Ehli, E. A., Hagenbeek, F. A., De Zeeuw, E., Van Beijsterveldt, T. C. E. M., Larsson, H., Snieder, H., Verhulst, F. C., Amin, N., Whipp, A. M., Korhonen, T., Vuoksimaa, E., Rose, R. J., Uitterlinden, A. G., Heath, A. C., Madden, P., Haavik, J., Harris, J. R., Helgeland, Ø., Johansson, S., Knudsen, G. P. S., Njolstad, P. R., Lu, Q., Rodriguez, A., Henders, A. K., Mamun, A., Najman, J. M., Brown, S., Hopfer, C., Krauter, K., Reynolds, C., Smolen, A., Stallings, M., Wadsworth, S., Wall, T. L., Silberg, J. L., Miller, A., Keltikangas-Järvinen, L., Hakulinen, C., Pulkki-Råback, L., Havdahl, A., Magnus, P., Raitakari, O. T., Perry, J. R. B., Llop, S., Lopez-Espinosa, M. J., Bønnelykke, K., Bisgaard, H., Sunyer, J., Lehtimäki, T., Arseneault, L., Standl, M., Heinrich, J., Boden, J., Pearson, J., Horwood, L. J., Kennedy, M., Poulton, R., Eaves, L. J., Maes, H. H., Hewitt, J., Copeland, W. E., Costello, E. J., Williams, G. M., Wray, N., Järvelin, M. R., McGue, M., Iacono, W., Caspi, A., Moffitt, T. E., Whitehouse, A., Pennell, C. E., Klump, K. L., Burt, S. A., Dick, D. M., Reichborn-Kjennerud, T., Martin, N. G., Medland, S. E., Vrijkotte, T., Kaprio, J., Tiemeier, H., Davey Smith, G., Hartman, C. A., Oldehinkel, A. J., Casas, M., Ribasés, M., Lichtenstein, P., Lundström, S., Plomin, R., Bartels, M., Nivard, M. G. & Boomsma, D. I., Dec 2021, In: Translational Psychiatry. 11, 1, 413.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      33 Scopus citations

    • Novel strategy for disease risk prediction incorporating predicted gene expression and DNA methylation data: a multi-phased study of prostate cancer

      Wu, C., Zhu, J., King, A., Tong, X., Lu, Q., Park, J. Y., Wang, L., Gao, G., Deng, H. W., Yang, Y., Knudsen, K. E., Rebbeck, T. R., Long, J., Zheng, W., Pan, W., Conti, D. V., Haiman, C. A. & Wu, L., Dec 2021, In: Cancer Communications. 41, 12, p. 1387-1397 11 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      7 Scopus citations

    • Polygenic Risk for Insomnia in Adolescents of Diverse Ancestry

      Ma, T., Chen, H., Lu, Q. & Tong, X., May 10 2021, In: Frontiers in Genetics. 12, 654717.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      5 Scopus citations
    • 2019

      An integrative U method for joint analysis of multi-level omic data

      Geng, P., Tong, X. & Lu, Q., Apr 10 2019, In: BMC Genetics. 20, 1, 40.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      1 Scopus citations

    • Considering genetic heterogeneity in the association analysis finds genes associated with nicotine dependence

      Zhang, X., Lan, T., Wang, T., Xue, W., Tong, X., Ma, T., Liu, G. & Lu, Q., 2019, In: Frontiers in Genetics. 10, MAY, 448.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      4 Scopus citations
    • 2018

      Detecting rare mutations with heterogeneous effects using a family-based genetic random field method

      Li, M., He, Z., Tong, X., Witte, J. S. & Lu, Q., Oct 2018, In: Genetics. 210, 2, p. 463-476 14 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      4 Scopus citations
    • 2017

      A functional U-statistic method for association analysis of sequencing data

      Jadhav, S., Tong, X. & Lu, Q., Nov 2017, In: Genetic Epidemiology. 41, 7, p. 636-643 8 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      5 Scopus citations

    • Genome-wide association studies of a broad spectrum of antisocial behavior

      Tielbeek, J. J., Johansson, A., Polderman, T. J. C., Rautiainen, M. R., Jansen, P., Taylor, M., Tong, X., Lu, Q., Burt, A. S., Tiemeier, H., Viding, E., Plomin, R., Martin, N. G., Heath, A. C., Madden, P. A. F., Montgomery, G., Beaver, K. M., Waldman, I., Gelernter, J., Kranzler, H. R., & 19 othersFarrer, L. A., Perry, J. R. B., Munafò, M., LoParo, D., Paunio, T., Tiihonen, J., Mous, S. E., Pappa, I., De Leeuw, C., Watanabe, K., Hammerschlag, A. R., Salvatore, J. E., Aliev, F., Bigdeli, T. B., Dick, D., Faraone, S. V., Popma, A., Medland, S. E. & Posthuma, D., Dec 2017, In: JAMA Psychiatry. 74, 12, p. 1242-1250 9 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      120 Scopus citations
    • 2016

      Genome-wide joint analysis of singlenucleotide variant sets and gene expression for hypertension and related phenotypes

      Tong, X., Wei, C. & Lu, Q., 2016, In: BMC Proceedings. 10, 36.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      2 Scopus citations

    • The impact of genetic structure on sequencing analysis

      Jadhav, S., Vsevolozhskaya, O. A., Tong, X. & Lu, Q., 2016, In: BMC Proceedings. 10, 60.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      1 Scopus citations

    • Uncovering Local Trends in Genetic Effects of Multiple Phenotypes via Functional Linear Models

      Vsevolozhskaya, O. A., Zaykin, D. V., Barondess, D. A., Tong, X., Jadhav, S. & Lu, Q., Apr 1 2016, In: Genetic Epidemiology. 40, 3, p. 210-221 12 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      10 Scopus citations
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