A Bayesian regression approach to the inference of regulatory networks from gene expression data
Rogers, S. Girolami, M.
Simon Rogers
Rogers Simon
ORCID: 0000-0003-3578-4477
An Optimal Frequency in Ca2+ Oscillations for Stomatal Closure Is an Emergent Property of Ion Transport in Guard Cells 10.1104/pp.15.01607
Incorporating peak grouping information for alignment of multiple liquid chromatography-mass spectrometry datasets. 10.1093/bioinformatics/btv072
MetAssign: probabilistic annotation of metabolites from LC-MS data using a Bayesian clustering approach. 10.1093/bioinformatics/btu370
Probabilistic assignment of formulas to mass peaks in metabolomics experiments. 10.1093/bioinformatics/btn642
Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models. 10.1093/bioinformatics/btn553
Bayesian model-based inference of transcription factor activity. 10.1186/1471-2105-8-S2-S2
Identification of prognostic signatures in breast cancer microarray data using Bayesian techniques. 10.1098/rsif.2005.0093
A Bayesian regression approach to the inference of regulatory networks from gene expression data. 10.1093/bioinformatics/bti487
The latent process decomposition of cDNA microarray data sets. 10.1109/TCBB.2005.29
HDP-Align: Hierarchical Dirichlet Process Clustering for Multiple Peak Alignment of Liquid Chromatography Mass Spectrometry Data 10.1101/074831
Topic modeling for untargeted substructure exploration in metabolomics 10.1073/pnas.1608041113
Global Sensitivity Analysis of OnGuard Models Identifies Key Hubs for Transport Interaction in Stomatal Dynamics 10.1104/pp.17.00170
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Deciphering complex metabolite mixtures by unsupervised and supervised substructure discovery and semi-automated annotation from MS/MS spectra 10.1101/491506
Deciphering complex metabolite mixtures by unsupervised and supervised substructure discovery and semi-automated annotation from MS/MS spectra 10.1039/C8FD00235E
MolNetEnhancer: enhanced molecular networks by integrating metabolome mining and annotation tools 10.1101/654459
EZ-Root-VIS: A Software Pipeline for the Rapid Analysis and Visual Reconstruction of Root System Architecture 10.1104/pp.18.00217
MolNetEnhancer: Enhanced Molecular Networks by Integrating Metabolome Mining and Annotation Tools 10.3390/metabo9070144
In-silico Optimisation of Mass Spectrometry Fragmentation Strategies in Metabolomics 10.1101/744227
In Silico Optimization of Mass Spectrometry Fragmentation Strategies in Metabolomics 10.3390/metabo9100219
Gestational-age-dependent development of the neonatal metabolome 10.1101/2020.03.27.20045534
Universal MS/MS Visualization and Retrieval with the Metabolomics Spectrum Resolver Web Service 10.1101/2020.05.09.086066
Predicting host taxonomic information from viral genomes: A comparison of feature representations 10.1371/journal.pcbi.1007894
Decomposing metabolite set activity levels with PALS 10.1101/2020.06.07.138974
Ranking microbial metabolomic and genomic links in the NPLinker framework using complementary scoring functions 10.1101/2020.06.12.148205
matchms - processing and similarity evaluation of mass spectrometry data 10.1101/2020.08.06.239244
Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships 10.1101/2020.08.11.245928
Probabilistic Framework for Integration of Mass Spectrum and Retention Time Information in Small Molecule Identification 10.1101/2020.08.19.255653
matchms - processing and similarity evaluation of mass spectrometry data. 10.21105/joss.02411
Rapid Development of Improved Data-dependent Acquisition Strategies 10.1101/2020.09.11.293092
User guide to the red blood cell model (RCM), a multiplatform JAVA-based model of human red blood cell homeostasis 10.1101/2020.03.07.981779
Probabilistic framework for integration of mass spectrum and retention time information in small molecule identification 10.1093/bioinformatics/btaa998
Comparative Metabologenomics Analysis of Polar Actinomycetes 10.3390/md19020103
Ranking Metabolite Sets by Their Activity Levels 10.3390/metabo11020103
Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships 10.1371/journal.pcbi.1008724
Up-down biphasic volume response of human red blood cells to PIEZO1 activation during capillary transits 10.1371/journal.pcbi.1008706
PIEZO1 and the mechanism of the long circulatory longevity of human red blood cells 10.1371/journal.pcbi.1008496
Rapid Development of Improved Data-Dependent Acquisition Strategies 10.1021/acs.analchem.0c03895
Advances in decomposing complex metabolite mixtures using substructure- and network-based computational metabolomics approaches 10.1039/D1NP00023C
Using topic modeling to detect cellular crosstalk in scRNA-seq 10.1101/2021.07.26.453767
Mark Girolami
Girolami Mark
ORCID: 0000-0003-3008-253X
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