Author

Alessia Caccamo

University of ExeterORCID 0009-0008-9159-2879Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander D. ShawiD· 1 shared Dominic M DunstaniD· 1 shared Marc GoodfellowiD· 1 shared Mark Philip RichardsoniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

Alexander D. ShawORCID

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1 paper

Recent·Most cited

Dynamics-Informed Priors (DIP) for Neural Mass Modelling

Alessia Caccamo, Dominic M Dunstan, Mark Philip Richardson, Alexander D. Shaw, Marc Goodfellow

This paper introduces DIP-DCM, a method that improves parameter estimation in neural mass models by using dynamics-informed priors, showing better performance in predicting neuroimaging data and capturing disease mechanisms.

Imaging Neuroscience · Jan 1, 2026Peer-reviewedSystems Biology