Modelling Transcriptional Regulation with a Mixture of Factor Analyzers and Variational Bayesian Expectation Maximization

por Lin, Kuang, Husmeier, Dirk
Publicado 2009

Gradient Matching Methods for Computational Inference in Mechanistic Models for Systems Biology: A Review and Comparative Analysis

por Macdonald, Benn, Husmeier, Dirk
Publicado 2015

A Bayesian approach for parameter estimation in the extended clock gene circuit of Arabidopsis thaliana

por Higham, Catherine F, Husmeier, Dirk
Publicado 2013

Markov chain Monte Carlo with Gaussian processes for fast parameter estimation and uncertainty quantification in a 1D fluid‐dynamics model of the pulmonary circulation

por Paun, L. Mihaela, Husmeier, Dirk
Publicado 2020

Modelling Nonstationary Gene Regulatory Processes

por Grzegorcyzk, Marco, Husmeier, Dirk, Rahnenführer, Jörg
Publicado 2010

Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration

por Grzegorczyk, Marco, Aderhold, Andrej, Husmeier, Dirk
Publicado 2017

Approximate Bayesian inference in semi-mechanistic models

por Aderhold, Andrej, Husmeier, Dirk, Grzegorczyk, Marco
Publicado 2016

Improving the identification of antigenic sites in the H1N1 influenza virus through accounting for the experimental structure in a sparse hierarchical Bayesian model

por Davies, Vinny, Harvey, William T., Reeve, Richard, Husmeier, Dirk
Publicado 2019

A hierarchical machine learning framework for the analysis of large scale animal movement data

por Torney, Colin J., Morales, Juan M., Husmeier, Dirk
Publicado 2021

Sensitivity analysis and inverse uncertainty quantification for the left ventricular passive mechanics

por Lazarus, Alan, Dalton, David, Husmeier, Dirk, Gao, Hao
Publicado 2022

Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle

por Borowska, Agnieszka, Gao, Hao, Lazarus, Alan, Husmeier, Dirk
Publicado 2022

Approximate parameter inference in systems biology using gradient matching: a comparative evaluation

por Macdonald, Benn, Niu, Mu, Rogers, Simon, Filippone, Maurizio, Husmeier, Dirk
Publicado 2016

Inference of the drivers of collective movement in two cell types: Dictyostelium and melanoma

por Ferguson, Elaine A., Matthiopoulos, Jason, Insall, Robert H., Husmeier, Dirk
Publicado 2016

Statistical inference in mechanistic models: time warping for improved gradient matching

por Niu, Mu, Macdonald, Benn, Rogers, Simon, Filippone, Maurizio, Husmeier, Dirk
Publicado 2017

Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction

por Gao, Hao, Aderhold, Andrej, Mangion, Kenneth, Luo, Xiaoyu, Husmeier, Dirk, Berry, Colin
Publicado 2017

Estimating prognosis in patients with acute myocardial infarction using personalized computational heart models

por Gao, Hao, Mangion, Kenneth, Carrick, David, Husmeier, Dirk, Luo, Xiaoyu, Berry, Colin
Publicado 2017

ShinyKGode: an interactive application for ODE parameter inference using gradient matching

por Wandy, Joe, Niu, Mu, Giurghita, Diana, Daly, Rónán, Rogers, Simon, Husmeier, Dirk
Publicado 2018

Assessing model mismatch and model selection in a Bayesian uncertainty quantification analysis of a fluid-dynamics model of pulmonary blood circulation

por Paun, L. Mihaela, Colebank, Mitchel J., Olufsen, Mette S., Hill, Nicholas A., Husmeier, Dirk
Publicado 2020

Inferring spatially varying animal movement characteristics using a hierarchical continuous‐time velocity model

por Paun, Ionut, Husmeier, Dirk, Hopcraft, J. Grant C., Masolele, Majaliwa M., Torney, Colin J.
Publicado 2022

TOPALi v2: a rich graphical interface for evolutionary analyses of multiple alignments on HPC clusters and multi-core desktops

por Milne, Iain, Lindner, Dominik, Bayer, Micha, Husmeier, Dirk, McGuire, Gráinne, Marshall, David F., Wright, Frank
Publicado 2009