2 papers
q-bio.NC2026
Cohort-amortized personalization: navigating the privacy-utility frontier for virtual brain twins
Amirhossein Esmaeili, Marmaduke Woodman, Nina Baldy +8
Personalized generative brain models require individual neuroimaging data that privacy constraints and re-identification risk make difficult to share, while per-subject fitting pro…
q-bio.NC2025
Data-driven mean-field within whole-brain models
Martin Breyton, Viktor Sip, Marmaduke Woodman +3
Mean-field models provide a link between microscopic neuronal activity and macroscopic brain dynamics. Their derivation depends on simplifying assumptions, such as all-to-all conne…