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Vinny Davies
Vinny Davies
Lecturer in Statistics, University of Glasgow
Verified email at Glasgow.ac.uk - Homepage
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Year
Rapid development of improved data-dependent acquisition strategies
V Davies, J Wandy, S Weidt, JJJ Van Der Hooft, A Miller, R Daly, ...
Analytical chemistry 93 (14), 5676-5683, 2021
472021
Reflection on modern methods: generalized linear models for prognosis and intervention—theory, practice and implications for machine learning
KF Arnold, V Davies, M de Kamps, PWG Tennant, J Mbotwa, MS Gilthorpe
International journal of epidemiology 49 (6), 2074-2082, 2020
472020
Gaussian process emulation to accelerate parameter estimation in a mechanical model of the left ventricle: a critical step towards clinical end-user relevance
U Noč, A Lazarus, H Gao, V Davies, B Macdonald, K Mangion, C Berry, ...
Journal of the Royal Society Interface 16 (156), 20190114, 2019
332019
Fast parameter inference in a biomechanical model of the left ventricle by using statistical emulation
V Davies, U Noč, A Lazarus, H Gao, B Macdonald, C Berry, X Luo, ...
Journal of the Royal Statistical Society: Series C (Applied Statistics), 2019
262019
In-silico Optimisation of Mass Spectrometry Fragmentation Strategies in Metabolomics
J Wandy, V Davies, JJ Van Der Hooft, S Weidt, R Daly, S Rogers
Metabolites 9 (10), 219, 2019
212019
Optimising outputs from a validated online instrument to measure health-related quality of life (HRQL) in dogs
V Davies, J Reid, ML Wiseman-Orr, EM Scott
PLoS ONE 14 (9), e0221869, 2019
132019
Validity and responsiveness of the generic health-related quality of life instrument (VetMetrica™) in cats with osteoarthritis. Comparison of Vet and owner impressions of …
EM Scott, V Davies, AM Nolan, CE Noble, NJ Dowgray, AJ German, ...
Frontiers in Veterinary Science, 1124, 2021
82021
A sparse hierarchical Bayesian model for detecting relevant antigenic sites in virus evolution
V Davies, R Reeve, WT Harvey, FF Maree, D Husmeier
Computational Statistics 32 (3), 803-843, 2017
82017
Sparse Bayesian Variable Selection for the Identification of Antigenic Variability in the Foot-and-Mouth Disease Virus
V Davies, R Reeve, W Harvey, FF Maree, D Husmeier
Journal of Machine Learning Research: Workshop and Conference Proceedings 33 …, 2014
82014
Comprehensive genetic and functional analyses of Fc gamma receptors influence on response to rituximab therapy for autoimmunity
JI Robinson, MYM Yusof, V Davies, D Wild, M Morgan, JC Taylor, ...
eBioMedecine 86, 104343, 2022
72022
Development of an Early Warning System for Owners Using a Validated Health-Related Quality of Life (HRQL) Instrument for Companion Animals and Its Use in a Large Cohort of Dogs
V Davies, EM Scott, ML Wiseman-Orr, AK Wright, J Reid
Frontiers in Veterinary Science 7, 652, 2020
62020
Optimisation of scores generated by an online feline health–related quality of life (HRQL) instrument to assist the veterinary user interpret its results
V Davies, J Reid, M Scott
Frontiers in Veterinary Science 7, 1120, 2021
52021
Improving the identification of antigenic sites in the H1N1 Influenza virus through accounting for the experimental structure in a sparse hierarchical Bayesian model
V Davies, WT Harvey, R Reeve, D Husmeier
Journal of the Royal Statistical Society: Series C (Applied Statistics) 68 …, 2019
52019
Simulated-to-real benchmarking of acquisition methods in untargeted metabolomics
J Wandy, R McBride, S Rogers, N Terzis, S Weidt, JJJ Van Der Hooft, ...
Frontiers in Molecular Biosciences 10, 1130781, 2023
42023
ViMMS 2.0: A framework to develop, test and optimise fragmentation strategies in LC-MS metabolomics
J Wandy, V Davies, R McBride, S Weidt, S Rogers, R Daly
Journal of Open Source Software 7 (71), 2022
42022
A Bayesian approach to incorporate structural data into the mapping of genotype to antigenic phenotype of influenza A (H3N2) viruses
WT Harvey, V Davies, RS Daniels, L Whittaker, V Gregory, AJ Hay, ...
PLoS Computational Biology 19 (3), e1010885, 2023
22023
Selecting Random Effect Components in a Sparse Hierarchical Bayesian Model for Identifying Antigenic Variability
V Davies, R Reeve, WT Harvey, D Husmeier
International Meeting on Computational Intelligence Methods for …, 2016
22016
TopNEXt: Automatic DDA exclusion framework for multi-sample mass spectrometry experiments
R McBride, J Wandy, S Weidt, S Rogers, V Davies, R Daly, K Bryson
Bioinformatics 39 (7), 2023
12023
Modelling Transcriptional Regulation with Gaussian Processes
V Davies, D Husmeier
Recent Advances in Systems Biology Research, 157-183, 2014
12014
Conditional autoregressive models fused with random forests to improve small-area spatial prediction
C MacBride, V Davies, D Lee
arXiv preprint arXiv:2312.12106, 2023
2023
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