Author

Matthew A Rouse

MRC Cognition and Brain Sciences UnitORCID 0000-0002-3157-4301Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioengineering· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Approach:statistical model· 2 Approach:Bayesian inference· 1 Research Focus:cell type annotation· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Assay:multiome· 1

Frequent Co-Authors

Alexander G. MurleyiD· 2 shared Amirhossein JafarianiD· 2 shared James Benedict RoweiD· 2 shared Laura E. HughesiD· 2 shared Michelle Naessens· 2 shared David J. WhitesideiD· 1 shared Juliette H. LanskeyiD· 1 shared Karl John FristoniD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioengineering

Alexander G. MurleyORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

From group-level neurophysiological biomarkers to individual-level phenotyping to identify mechanisms of neurodegenerative disease

Amirhossein Jafarian, Laura E. Hughes, Michelle Naessens, Matthew A Rouse, Thomas Cope, Negin Holland, Alexander G. Murley, Sean Tan Yong Wei, Timothy Rittman, David J. Whiteside, James Benedict Rowe

This paper translates group-level neurophysiological biomarkers into individual-level phenotyping to identify mechanisms of neurodegenerative diseases using MEG data.

bioRxiv · Oct 28, 2026 · PreprintBioengineering

Neurochemistry-enriched dynamic causal models of magnetoencephalography, using magnetic resonance spectroscopy

Amirhossein Jafarian, Laura E. Hughes, Natalie Adams, Juliette H. Lanskey, Michelle Naessens, Matthew A Rouse, Alexander G. Murley, Karl John Friston, James Benedict Rowe

This paper develops a Bayesian framework integrating MEG and 7T-MRS to infer synaptic connectivity influenced by neurotransmitter concentrations, confirming GABA and glutamate effects on specific cortical connections.

NeuroImage · May 25, 2023Peer-reviewedNeuroscience