Edinburgh Research Explorer

Catalina Vallejos Meneses

Chancellor's Fellow

  1. 2020
  2. Eleven grand challenges in single-cell data science

    Lähnemann, D., Köster, J., Szczurek, E., McCarthy, D. J., Hicks, S. C., Robinson, M. D., Vallejos, C. A., Campbell, K. R., Beerenwinkel, N., Mahfouz, A., Pinello, L., Skums, P., Stamatakis, A., Attolini, C. S-O., Aparicio, S., Baaijens, J., Balvert, M., Barbanson, B. D., Cappuccio, A., Corleone, G. & 31 others, Dutilh, B. E., Florescu, M., Guryev, V., Holmer, R., Jahn, K., Lobo, T. J., Keizer, E. M., Khatri, I., Kielbasa, S. M., Korbel, J. O., Kozlov, A. M., Kuo, T-H., Lelieveldt, B. P. F., Mandoiu, I. I., Marioni, J. C., Marschall, T., Mölder, F., Niknejad, A., Raczkowski, L., Reinders, M., Ridder, J. D., Saliba, A-E., Somarakis, A., Stegle, O., Theis, F. J., Yang, H., Zelikovsky, A., McHardy, A. C., Raphael, B. J., Shah, S. P. & Schönhuth, A., 7 Feb 2020, In : Genome Biology. 21, 1, p. 31

    Research output: Contribution to journalReview article

  3. 2019
  4. Exploring a world of a thousand dimensions

    Vallejos, C. A., 3 Dec 2019, In : Nature Biotechnology. 37, 12, p. 1423-1424 2 p.

    Research output: Contribution to journalComment/debate

  5. High-sensitivity cardiac troponin and the universal definition of myocardial infarction

    Chapman, A. R., Adamson, P. D., Shah, A. S. V., Anand, A., Strachan, F. E., Ferry, A. V., Lee, K. K., Berry, C., Findlay, I., Cruikshank, A., Reid, A., Gray, A., Collinson, P. O., Apple, F., McAllister, D. A., Maguire, D., Fox, K. A. A., Vallejos, C. A., Keerie, C., Weir, C. J. & 3 others, Newby, D. E., Mills, N. L. & High-STEACS Investigators, 7 Oct 2019, In : Circulation. 141, 3, p. 161–171 11 p.

    Research output: Contribution to journalArticle

  6. 2018
  7. Correcting the mean-variance dependency for differential variability testing using single-cell RNA sequencing data

    Eling, N., Richard, A. C., Richardson, S., Marioni, J. C. & Vallejos, C. A., 26 Sep 2018, In : Cell Systems. 7, 3, p. 284-294.e12 23 p.

    Research output: Contribution to journalArticle

  8. High-sensitivity troponin in the evaluation of patients with suspected acute coronary syndrome: a stepped-wedge, cluster-randomised controlled trial

    Shah, A. S. V., Anand, A., Strachan, F. E., Ferry, A. V., Lee, K. K., Chapman, A. R., Sandeman, D., Stables, C. L., Adamson, P. D., Andrews, J. P. M., Anwar, M. S., Hung, J., Moss, A. J., O'Brien, R., Berry, C., Findlay, I., Walker, S., Cruickshank, A., Reid, A., Gray, A. & 37 others, Collinson, P. O., Apple, F. S., McAllister, D. A., Maguire, D., Fox, K. A. A., Newby, D. E., Tuck, C., Harkess, R., Parker, R. A., Keerie, C., Weir, C. J., Mills, N. L., High-STEACS Investigators, Marshall, L., Stewart, S. D., Fujisawa, T., Vallejos, C. A., Tsanas, A., Hautvast, M., McPherson, J., McKinlay, L., Malo, J., Fischbacher, C. M., Croal, B. L., Leslie, S. J., Walker, A., Wackett, T., Armstrong, R., Stirling, L., MacDonald, C., Sadat, I., Finlay, F., Charles, H., Linksted, P., Young, S., Alexander, B. & Duncan, C., 15 Sep 2018, In : The Lancet. 392, 10151, p. 919-928 10 p.

    Research output: Contribution to journalArticle

  9. 2017
  10. Incorporating unobserved heterogeneity in Weibull survival models: A Bayesian approach

    Vallejos, C. A. & Steel, M. F. J., Jul 2017, In : Econometrics and Statistics. 3

    Research output: Contribution to journalArticle

  11. Normalizing single-cell RNA sequencing data: challenges and opportunities

    Vallejos, C. A., Risso, D., Scialdone, A., Dudoit, S. & Marioni, J. C., Jun 2017, In : Nature Methods. 14, 6, p. 565-571 7 p.

    Research output: Contribution to journalArticle

  12. Aging increases cell-to-cell transcriptional variability upon immune stimulation

    Martinez-Jimenez, C. P., Eling, N., Chen, H-C., Vallejos, C. A., Kolodziejczyk, A. A., Connor, F., Stojic, L., Rayner, T. F., Stubbington, M. J. T., Teichmann, S. A., de la Roche, M., Marioni, J. C. & Odom, D. T., 31 Mar 2017, In : Science. 355, 6332, p. 1433-1436 4 p.

    Research output: Contribution to journalArticle

  13. Bayesian survival modelling of university outcomes

    Vallejos, C. A. & Steel, M. F. J., Feb 2017, In : Journal of the Royal Statistical Society: Series A. 180, 2, p. 613-631 19 p.

    Research output: Contribution to journalArticle

  14. 2016
  15. Beyond comparisons of means: understanding changes in gene expression at the single-cell level

    Vallejos, C. A., Richardson, S. & Marioni, J. C., 15 Apr 2016, In : Genome Biology. 17, p. 70

    Research output: Contribution to journalArticle

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