Lu Cheng

Postdoctoral Researcher

Research outputs

  1. 2019
  2. Published

    An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data

    Cheng, L., Ramchandran, S., Vatanen, T., Lietzén, N., Lahesmaa, R., Vehtari, A. & Lähdesmäki, H., 17 Apr 2019, In : Nature Communications. 10, 1, p. 1-11 11 p., 1798.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2018
  4. Published

    Characterization and non-parametric modeling of the developing serum proteome during infancy and early childhood

    Lietzén, N., Cheng, L., Moulder, R., Siljander, H., Laajala, E., Härkönen, T., Peet, A., Vehtari, A., Tillmann, V., Knip, M. & 2 othersLähdesmäki, H. & Lahesmaa, R., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-13 5883.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 2016
  6. Published

    Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

    Sieberts, S. K., Zhu, F., García-García, J., Stahl, E., Pratap, A., Pandey, G., Pappas, D., Aguilar, D., Anton, B., Bonet, J. & 83 othersEksi, R., Fornés, O., Guney, E., Li, H., Marín, M. A., Panwar, B., Planas-Iglesias, J., Poglayen, D., Cui, J., Falcao, A. O., Suver, C., Hoff, B., Balagurusamy, V. S. K., Dillenberger, D., Neto, E. C., Norman, T., Aittokallio, T., Ammad-Ud-Din, M., Azencott, C. A., Bellón, V., Boeva, V., Bunte, K., Chheda, H., Cheng, L., Corander, J., Dumontier, M., Goldenberg, A., Gopalacharyulu, P., Hajiloo, M., Hidru, D., Jaiswal, A., Kaski, S., Khalfaoui, B., Khan, S. A., Kramer, E. R., Marttinen, P., Mezlini, A. M., Molparia, B., Pirinen, M., Saarela, J., Samwald, M., Stoven, V., Tang, H., Tang, J., Torkamani, A., Vert, J. P., Wang, B., Wang, T., Wennerberg, K., Wineinger, N. E., Xiao, G., Xie, Y., Yeung, R., Zhan, X., Zhao, C., Greenberg, J., Kremer, J., Michaud, K., Barton, A., Coenen, M., Mariette, X., Miceli, C., Shadick, N., Weinblatt, M., De Vries, N., Tak, P. P., Gerlag, D., Huizinga, T. W. J., Kurreeman, F., Allaart, C. F., Louis Bridges, S., Criswell, L., Moreland, L., Klareskog, L., Saevarsdottir, S., Padyukov, L., Gregersen, P. K., Friend, S., Plenge, R., Stolovitzky, G., Oliva, B., Guan, Y. & Mangravite, L. M., 23 Aug 2016, In : Nature Communications. 7, p. 1-9 12460.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Enterovirus-associated changes in plasma proteome of children with genetic susceptibility to type 1 diabetes

    Lietzen, N., Cheng, L., Oikarinen, S., Goo, Y. A., Goodlett, D., Toppari, J., Ilonen, J., Veijola, R., Knip, M., Lähdesmäki, H. & 2 othersHyöty, H. & Lahesmaa, R., May 2016, In : SCANDINAVIAN JOURNAL OF IMMUNOLOGY. 83, 5, p. 381-381 1 p.

    Research output: Contribution to journalMeeting AbstractScientificpeer-review

  8. 2015
  9. Published

    Random projection based clustering for population genomics

    Tasoulis, S., Cheng, L., Valimaki, N., Croucher, N. J., Harris, S. R., Hanage, W. P., Roos, T. & Corander, J., 7 Jan 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Institute of Electrical and Electronics Engineers, p. 675-682 8 p. 7004291

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. 2014
  11. Published

    Cryptic ecology among host generalist Campylobacter jejuni in domestic animals

    Sheppard, S. K., Cheng, L., Méric, G., Haan, C., Llarena, A-K., Marttinen, P., Vidal, A., Ridley, A., Clifton-Hadley, F. & Connor, T. R., 2014, In : MOLECULAR ECOLOGY. 23, 10, p. 2442-2451

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Dense genomic sampling identifies highways of pneumococcal recombination

    Chewapreecha, C., Harris, S. R., Croucher, N. J., Turner, C., Marttinen, P., Cheng, L., Pessia, A., Aanensen, D. M., Mather, A. E., Page, A. J. & 8 othersSalter, S. J., Harris, D., Nosten, F., Goldblatt, D., Corander, J., Parkhill, J., Turner, P. & Bentley, S. D., 2014, In : NATURE GENETICS. 46, 3, p. 305-309

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    SEK: sparsity exploiting k-mer-based estimation of bacterial community composition

    Chatterjee, S., Koslicki, D., Dong, S., Innocenti, N., Cheng, L., Lan, Y., Vehkaperä, M., Skoglund, M., Rasmussen, L. K., Aurell, E. & 1 othersCorander, J., 2014, In : Bioinformatics. 30, 17, p. 24232431

    Research output: Contribution to journalArticleScientificpeer-review

ID: 45172