Detalhe da pesquisa
1.
A Bayesian approach to incorporate structural data into the mapping of genotype to antigenic phenotype of influenza A(H3N2) viruses.
PLoS Comput Biol
; 19(3): e1010885, 2023 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-36972311
2.
Inferring spatially varying animal movement characteristics using a hierarchical continuous-time velocity model.
Ecol Lett
; 25(12): 2726-2738, 2022 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-36256526
3.
Rationale and design of the Medical Research Council's Precision Medicine with Zibotentan in Microvascular Angina (PRIZE) trial.
Am Heart J
; 229: 70-80, 2020 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-32942043
4.
ShinyKGode: an interactive application for ODE parameter inference using gradient matching.
Bioinformatics
; 34(13): 2314-2315, 2018 07 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-29490021
5.
Statistical inference in mechanistic models: time warping for improved gradient matching.
Comput Stat
; 33(2): 1091-1123, 2018.
Artigo
em Inglês
| MEDLINE | ID: mdl-31258254
6.
Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration.
Comput Stat
; 32(2): 717-761, 2017.
Artigo
em Inglês
| MEDLINE | ID: mdl-32103862
7.
Inferring bi-directional interactions between circadian clock genes and metabolism with model ensembles.
Stat Appl Genet Mol Biol
; 14(2): 143-67, 2015 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-25719342
8.
Approximate parameter inference in systems biology using gradient matching: a comparative evaluation.
Biomed Eng Online
; 15 Suppl 1: 80, 2016 Jul 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-27454253
9.
Statistical inference of regulatory networks for circadian regulation.
Stat Appl Genet Mol Biol
; 13(3): 227-73, 2014 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-24864301
10.
LIES of omission: complex observation processes in ecology.
Trends Ecol Evol
; 39(4): 368-380, 2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-37949794
11.
Automatic detection of myocardial ischaemia using generalisable spatio-temporal hierarchical Bayesian modelling of DCE-MRI.
Comput Med Imaging Graph
; 113: 102333, 2024 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-38281420
12.
Computational framework for the generation of one-dimensional vascular models accounting for uncertainty in networks extracted from medical images.
ArXiv
; 2024 May 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-38313199
13.
A Bayesian approach for parameter estimation in the extended clock gene circuit of Arabidopsis thaliana.
BMC Bioinformatics
; 14 Suppl 10: S3, 2013.
Artigo
em Inglês
| MEDLINE | ID: mdl-24267177
14.
A non-homogeneous dynamic Bayesian network with sequentially coupled interaction parameters for applications in systems and synthetic biology.
Stat Appl Genet Mol Biol
; 11(4)2012 Jul 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-22850067
15.
Inferring the interaction rules of complex systems with graph neural networks and approximate Bayesian computation.
J R Soc Interface
; 20(198): 20220676, 2023 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36596456
16.
Image-based estimation of the left ventricular cavity volume using deep learning and Gaussian process with cardio-mechanical applications.
Comput Med Imaging Graph
; 106: 102203, 2023 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-36848766
17.
Improvements in the reconstruction of time-varying gene regulatory networks: dynamic programming and regularization by information sharing among genes.
Bioinformatics
; 27(5): 693-9, 2011 Mar 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-21177328
18.
Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle.
Int J Numer Method Biomed Eng
; 38(5): e3593, 2022 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-35302293
19.
Sensitivity analysis and inverse uncertainty quantification for the left ventricular passive mechanics.
Biomech Model Mechanobiol
; 21(3): 953-982, 2022 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-35377030
20.
Combining rapid antigen testing and syndromic surveillance improves community-based COVID-19 detection in a low-income country.
Nat Commun
; 13(1): 2877, 2022 05 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-35618714