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Bioinformatics (Oxford, England)|July 18, 2006
Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networksAdriano V Werhli, Marco Grzegorczyk, Dirk HusmeierInternational Journal for Numerical Methods in Biomedical Engineering|March 18, 2022
Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricleAgnieszka Borowska, Hao Gao, Alan Lazarus, et al.Movement Ecology|February 19, 2021
A hierarchical machine learning framework for the analysis of large scale animal movement dataColin J Torney, Juan M Morales, Dirk HusmeierBiomechanics and Modeling in Mechanobiology|April 4, 2022
Sensitivity analysis and inverse uncertainty quantification for the left ventricular passive mechanicsAlan Lazarus, David Dalton, Dirk Husmeier, et al.Computational Statistics|July 15, 2025
Approximate Bayesian inference in a model for self-generated gradient collective cell movementJon Devlin, Agnieszka Borowska, Dirk Husmeier, et al.Computers in Biology and Medicine|November 23, 2024
Advanced statistical inference of myocardial stiffness: A time series Gaussian process approach of emulating cardiac mechanics for real-time clinical decision supportYuzhang Ge, Dirk Husmeier, Arash Rabbani, et al.Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences|March 13, 2025
A comparison of Gaussian processes and polynomial chaos emulators in the context of haemodynamic pulse-wave propagation modellingL Mihaela Paun, Mitchel J Colebank, Dirk HusmeierJournal of the Royal Statistical Society. Series C, Applied Statistics|October 11, 2019
Improving the identification of antigenic sites in the H1N1 influenza virus through accounting for the experimental structure in a sparse hierarchical Bayesian modelVinny Davies, William T Harvey, Richard Reeve, et al.Bioinformatics (Oxford, England)|January 7, 2006
A regularized discriminative model for the prediction of protein-peptide interactionsWolfgang P Lehrach, Dirk Husmeier, Christopher K I WilliamsComputational Statistics|July 2, 2019
Statistical inference in mechanistic models: time warping for improved gradient matchingMu Niu, Benn Macdonald, Simon Rogers, et al.Pageof 11