Catalina A. Vallejos
Catalina A. Vallejos
MRC Human Genetics Unit, Edinburgh & The Alan Turing Institute
Verified email at turing.ac.uk - Homepage
Title
Cited by
Cited by
Year
Normalizing single-cell RNA sequencing data: challenges and opportunities
CA Vallejos, D Risso, A Scialdone, S Dudoit, JC Marioni
Nature methods 14 (6), 565-571, 2017
2202017
BASiCS: Bayesian analysis of single-cell sequencing data
CA Vallejos, JC Marioni, S Richardson
PLoS computational biology 11 (6), e1004333, 2015
1832015
Aging increases cell-to-cell transcriptional variability upon immune stimulation
CP Martinez-Jimenez, N Eling, HC Chen, CA Vallejos, AA Kolodziejczyk, ...
Science 355 (6332), 1433-1436, 2017
1432017
High-sensitivity troponin in the evaluation of patients with suspected acute coronary syndrome: a stepped-wedge, cluster-randomised controlled trial
ASV Shah, A Anand, FE Strachan, AV Ferry, KK Lee, AR Chapman, ...
The Lancet 392 (10151), 919-928, 2018
1382018
Eleven grand challenges in single-cell data science
D Lähnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ...
Genome Biology 21 (1), 1-35, 2020
772020
Beyond comparisons of means: understanding changes in gene expression at the single-cell level
CA Vallejos, S Richardson, JC Marioni
Genome Biology 17 (1), 1-14, 2016
752016
High-sensitivity cardiac troponin and the universal definition of myocardial infarction
AR Chapman, PD Adamson, ASV Shah, A Anand, FE Strachan, AV Ferry, ...
Circulation 141 (3), 161-171, 2020
242020
Correcting the Mean-Variance Dependency for Differential Variability Testing Using Single-Cell RNA Sequencing Data
N Eling, AC Richard, S Richardson, JC Marioni, CA Vallejos
Cell systems 9 (4), 401, 2019
222019
Correcting the Mean-Variance Dependency for Differential Variability Testing Using Single-Cell RNA Sequencing Data
N Eling, AC Richard, S Richardson, JC Marioni, CA Vallejos
Cell systems 7 (3), 284-294. e12, 2018
222018
Bayesian survival modelling of university outcomes
CA Vallejos, MFJ Steel
Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2017
202017
Objective Bayesian survival analysis using shape mixtures of log-normal distributions
CA Vallejos, MFJ Steel
Journal of the American Statistical Association 110 (510), 697-710, 2015
172015
On posterior propriety for the Student- linear regression model under Jeffreys priors
CA Vallejos, MFJ Steel
arXiv preprint arXiv:1311.1454, 2013
52013
Shrinkage estimation of large covariance matrices using multiple shrinkage targets
H Gray, GGR Leday, CA Vallejos, S Richardson
arXiv preprint arXiv:1809.08024, 2018
32018
Incorporating unobserved heterogeneity in Weibull survival models: A Bayesian approach
CA Vallejos, MFJ Steel
Econometrics and Statistics 3, 73-88, 2017
32017
Exploring a world of a thousand dimensions
CA Vallejos
Nature Biotechnology 37 (12), 1423-1424, 2019
12019
Model updating after interventions paradoxically introduces bias
J Liley, SR Emerson, BA Mateen, CA Vallejos, LJM Aslett, SJ Vollmer
arXiv preprint arXiv:2010.11530, 2020
2020
Single-nucleus RNA-seq2 reveals a functional crosstalk between liver zonation and ploidy
ML Richter, IK Deligiannis, A Danese, E Lleshi, P Coupland, CA Vallejos, ...
bioRxiv, 2020
2020
scMET: Bayesian modelling of DNA methylation heterogeneity at single-cell resolution
CA Kapourani, R Argelaguet, G Sanguinetti, CA Vallejos
bioRxiv, 2020
2020
Aging increases cell-to-cell transcriptional variability upon immune stimulation (vol 355, pg 1433, 2017)
CP Martinez-Jimenez, N Eling, HC Chen, CA Vallejos, AA Kolodziejczyk, ...
SCIENCE 366 (6472), 2019
2019
Incorporating unobserved heterogeneity and multiple event types in survival models: a Bayesian approach
CA Vallejos
University of Warwick, 2014
2014
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Articles 1–20