Girolami, Mark

Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources

Lee, T.-W., Girolami, M., & Sejnowski, T. J. (1999) · Neural Computation

Blind Source Separation TechniquesNeural Networks and Applications

Cited by 1,967

Riemann manifold langevin and hamiltonian monte carlo methods

Girolami, M., & Calderhead, B. (2011) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Markov Chains and Monte Carlo MethodsGaussian Processes and Bayesian Inference

Cited by 1,473

Construction with digital twin information systems

Sacks, R., Brilakis, I., Pikas, E., Xie, H. S., & Girolami, M. (2020) · Data-Centric Engineering

BIM and Construction IntegrationDigital Transformation in Industry

Cited by 609

Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights

Malekloo, A., Ozer, E., AlHamaydeh, M., & Girolami, M. (2022) · Structural Health Monitoring

Structural Health Monitoring TechniquesInfrastructure Maintenance and Monitoring

Cited by 607

Bat detective—Deep learning tools for bat acoustic signal detection

Mac Aodha, O., Gibb, R., Barlow, K. E., Browning, E., Firman, M., Freeman, R., Harder, B., Kinsey, L., Mead, G. R., Newson, S. E., et al. (2018) · PLOS Computational Biology

Bat Biology and Ecology StudiesMusic and Audio Processing

Cited by 216

Bayesian ranking of biochemical system models

Vyshemirsky, V., & Girolami, M. A. (2008) · Bioinformatics

Gene Regulatory Network AnalysisMarkov Chains and Monte Carlo Methods

Cited by 181

Inferring signaling pathway topologies from multiple perturbation measurements of specific biochemical species

Xu, T.-R., Vyshemirsky, V., Gormand, A., von Kriegsheim, A., Girolami, M., Baillie, G. S., Ketley, D., Dunlop, A. J., Milligan, G., Houslay, M. D., et al. (2010) · Science Signaling

Gene Regulatory Network AnalysisBioinformatics and Genomic Networks

Cited by 119

Decoding post-stroke motor function from structural brain imaging

Rondina, J. M., Filippone, M., Girolami, M., & Ward, N. S. (2016) · NeuroImage: Clinical

Stroke Rehabilitation and RecoveryFunctional Brain Connectivity Studies

Cited by 109

In vivo multiplex molecular imaging of vascular inflammation using surface-enhanced Raman spectroscopy

Noonan, J., Asiala, S. M., Grassia, G., MacRitchie, N., Gracie, K., Carson, J., Moores, M., Girolami, M., Bradshaw, A. C., Guzik, T. J., et al. (2018) · Theranostics

Gold and Silver Nanoparticles Synthesis and ApplicationsSpectroscopy Techniques in Biomedical and Chemical Research

Cited by 69

BioBayes: A software package for Bayesian inference in systems biology

Vyshemirsky, V., & Girolami, M. (2008) · Bioinformatics

Gene Regulatory Network AnalysisControl Systems and Identification

Cited by 60