Dirk Husmeier

Overview

Best Publications

• TOPALi v2

  Iain Milne;Dominik Lindner;Micha Bayer;Dirk Husmeier

  895
  Citations

• Sensitivity and specificity of inferring genetic regulatory interactions from microarray experiments with dynamic Bayesian networks.

  Dirk Husmeier

  776
  Citations

• TOPALi: software for automatic identification of recombinant sequences within DNA multiple alignments

  Iain Milne;Frank Wright;Glenn Rowe;David F. Marshall

  476
  Citations

• Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networks

  Adriano V. Werhli;Marco Grzegorczyk;Dirk Husmeier

  433
  Citations

• Bayesian approaches to Gaussian mixture modeling

  S.J. Roberts;D. Husmeier;I. Rezek;W. Penny

  418
  Citations

• Reconstructing Gene Regulatory Networks with Bayesian Networks by Combining Expression Data with Multiple Sources of Prior Knowledge

  Adriano V Werhli;Dirk Husmeier

  349
  Citations

• Probabilistic Modeling in Bioinformatics and Medical Informatics

  Dirk Husmeier;Richard Dybowski;Stephen Roberts

  180
  Citations

• Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move

  Marco Grzegorczyk;Dirk Husmeier

  179
  Citations

• COVID-19 - exploring the implications of long-term condition type and extent of multimorbidity on years of life lost: a modelling study

  Peter Hanlon;Fergus Chadwick;Anoop Shah;Rachael Wood

  138
  Citations

• The Fully Convolutional Transformer for Medical Image Segmentation

  Unknown

  133
  Citations

• ODE parameter inference using adaptive gradient matching with Gaussian processes

  Frank Dondelinger;Dirk Husmeier;Simon Rogers;Maurizio Filippone

  125
  Citations

• Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure

  Frank Dondelinger;Sophie Lèbre;Dirk Husmeier

  123
  Citations

• Improvements in the reconstruction of time-varying gene regulatory networks

  Marco Grzegorczyk;Dirk Husmeier

  121
  Citations

• Modelling non-stationary gene regulatory processes with a non-homogeneous Bayesian network and the allocation sampler

  Marco Grzegorczyk;Dirk Husmeier;Kieron D. Edwards;Peter Ghazal

  102
  Citations

• Non-stationary continuous dynamic Bayesian networks

  Marco Grzegorczyk;Dirk Husmeier

  102
  Citations

• Detecting Recombination in 4-Taxa DNA Sequence Alignments with Bayesian Hidden Markov Models and Markov Chain Monte Carlo

  Dirk Husmeier;Gráinne McGuire

  101
  Citations

• Non-homogeneous dynamic Bayesian networks for continuous data

  Marco Grzegorczyk;Dirk Husmeier

  90
  Citations

• Reverse engineering of genetic networks with Bayesian networks.

  D. Husmeier

  79
  Citations

• Inferring species interaction networks from species abundance data: A comparative evaluation of various statistical and machine learning methods

  Ali Faisal;Frank Dondelinger;Dirk Husmeier;Colin M. Beale

  75
  Citations

• GENE REGULATORY NETWORK RECONSTRUCTION BY BAYESIAN INTEGRATION OF PRIOR KNOWLEDGE AND/OR DIFFERENT EXPERIMENTAL CONDITIONS

  Adriano Velasque Werhli;Dirk Husmeier

  74
  Citations

• Discussion on the paper by Handcock, Raftery and Tantrum

  Tom A. B. Snijders;Tony Robinson;Anthony C. Atkinson;Marco Riani

  5
  Citations

• Clustering objects on subsets of attributes

  DJ Hand;C Glasbey;D Husmeier;JC Gower

  2
  Citations