23 citations · 48 across the 12 of their papers we have counts for
3 papers · 1 filter
Dynamic Factor Analysis with Dependent Gaussian Processes for High-Dimensional Gene Expression Trajectories
Jiachen Cai, Robert J. B. Goudie, Colin Starr +1
The increasing availability of high-dimensional, longitudinal measures of gene expression can facilitate understanding of biological mechanisms, as required for precision medicine.…
Patient stratification in multi-arm trials: a two-stage procedure with Bayesian profile regression
Yuejia Xu, Angela M. Wood, Brian D. M. Tom
Precision medicine is an emerging field that takes into account individual heterogeneity to inform better clinical practice. In clinical trials, the evaluation of treatment effect…
Sequential Re-estimation Learning of Optimal Individualized Treatment Rules Among Ordinal Treatments with Application to Recommended Intervals Between Blood Donations
Yuejia Xu, Angela M. Wood, David J. Roberts +1
Personalized medicine has gained much popularity recently as a way of providing better healthcare by tailoring treatments to suit individuals. Our research, motivated by the UK INT…