Roman Bauer

Generative Flow-Matching Modeling of the Neurodevelopmental Connectome via Dynamic Hypergraphs

Human brain structure datasets are regularly small and lack a representative sample of target phenotypes. Augmenting these is often challenging due to highly complex patterns of connectivity, and this issue is particularly emphasized when there are significant target class imbalances. We introduce a model that enables...