Prof Magnus Rattray

Professor Computational &Systems Biology

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Publications

  1. 2017
  2. Published

    BayesBinMix: an R Package for Model Based Clustering of Multivariate Binary Data

    Papastamoulis, P. & Rattray, M. 10 May 2017 In : The R Journal.

    Research output: Contribution to journalArticle

  3. Published

    A Bayesian model selection approach for identifying differentially expressed transcripts from RNA-Seq data

    Papastamoulis, P. & Rattray, M. 2017 In : Journal of the Royal Statistical Society. Series C: Applied Statistics.

    Research output: Contribution to journalArticle

  4. 2016
  5. Published

    Erratum to: Making sense of big data in health research: towards an EU action plan

    Müller, W. , Rattray, M. & 55 others Auffray, C., Balling, R., Barroso, I., Bencze, L., Benson, M., Bergeron, J., Bernal-Delgado, E., Blomberg, N., Bock, C., Conesa, A., Del Signore, S., Delogne, C., Devilee, P., Di Meglio, A., Eijkemans, M., Flicek, P., Graf, N., Grimm, V., Guchelaar, H-J., Guo, Y-K., Gut, I. G., Hanbury, A., Hanif, S., Hilgers, R-D., Honrado, Á., Hose, D. R., Houwing-Duistermaat, J., Hubbard, T., Janacek, S. H., Karanikas, H., Kievits, T., Kohler, M., Kremer, A., Lanfear, J., Lengauer, T., Maes, E., Meert, T., Nickel, D., Oledzki, P., Pedersen, B., Petkovic, M., Pliakos, K., I Màs, J. R., Schneider, R., Sengstag, T., Serra-Picamal, X., Spek, W., Vaas, L. A. I., van Batenburg, O., Vandelaer, M., Varnai, P., Villoslada, P., Vizcaíno, J. A., Wubbe, J. P. M. & Zanetti, G. 7 Nov 2016 In : Genome Medicine. 8, 1, p. 118

    Research output: Contribution to journalArticle

  6. Published

    Stochasticity in the miR-9/Hes1 oscillatory network can account for clonal heterogeneity in the timing of differentiation

    Phillips, N., Manning, C., Pettini, T., Biga, V., Marinopoulou, E., Stanley, P., Boyd, J., Bagnall, J., Paszek, P., Spiller, D., White, M., Goodfellow, M., Galla, T., Rattray, M. & Papalopulu, N. 4 Oct 2016 In : eLife. 5, e16118

    Research output: Contribution to journalArticle

  7. Published

    Inferring the perturbation time from biological time course data

    Yang, J., Penfold, C. P., Grant, M. & Rattray, M. 1 Oct 2016 In : Bioinformatics. 32, 19, p. 2956-2964 9 p.

    Research output: Contribution to journalArticle

  8. Published

    Making sense of big data in health research: Towards an EU action plan

    Müller, W. , Rattray, M. & 55 others Auffray, C., Balling, R., Barroso, I., Bencze, L., Benson, M., Bergeron, J., Bernal-Delgado, E., Blomberg, N., Bock, C., Conesa, A., Del Signore, S., Delogne, C., Devilee, P., Di Meglio, A., Eijkemans, M., Flicek, P., Graf, N., Grimm, V., Guchelaar, H-J., Guo, Y-K., Gut, I. G., Hanbury, A., Hanif, S., Hilgers, R-D., Honrado, Á., Hose, D. R., Houwing-Duistermaat, J., Hubbard, T., Janacek, S. H., Karanikas, H., Kievits, T., Kohler, M., Kremer, A., Lanfear, J., Lengauer, T., Maes, E., Meert, T., Nickel, D., Oledzki, P., Pedersen, B., Petkovic, M., Pliakos, K., I Màs, J. R., Schneider, R., Sengstag, T., Serra-Picamal, X., Spek, W., Vaas, L. A. I., van Batenburg, O., Vandelaer, M., Varnai, P., Villoslada, P., Vizcaíno, J. A., Wubbe, J. P. M. & Zanetti, G. 23 Jun 2016 In : Genome Medicine. 8, 1, p. 71

    Research output: Contribution to journalArticle

  9. 2015
  10. Published

    Fast and accurate approximate inference of transcript expression from RNA-seq data

    Hensman, J., Papastamoulis, P., Glaus, P., Honkela, A. & Rattray, M. 26 Aug 2015 In : Bioinformatics. 31, 24, p. 3881-3889 9 p.

    Research output: Contribution to journalArticle

  11. Published

    Distinguishing Asthma Phenotypes Using Machine Learning Approaches

    Howard, R., Prosperi, M., Custovic, A. & Rattray, M. Jul 2015 In : Current Allergy & Asthma Reports. 15, 38

    Research output: Contribution to journalArticle

  12. Published

    Hoxa2 selectively enhances Meis binding to change a branchial arch ground state

    Amin, S., Donaldson, I. J., Zannino, D. A., Hensman, J., Rattray, M., Losa, M., Spitz, F., Ladam, F., Sagerström, C. & Bobola, N. 9 Feb 2015 In : Developmental cell. 32, 3, p. 265-277 13 p.

    Research output: Contribution to journalArticle

  13. Published

    Fast Nonparametric Clustering of Structured Time-Series

    Hensman, J., Rattray, M. & Lawrence, N. D. 2015 In : I E E E Transactions on Pattern Analysis and Machine Intelligence. 37, 2, p. 383-393 11 p.

    Research output: Contribution to journalArticle

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