Mingzhen Shao

Understanding Domain-Shift Immunity in Deep Deformable Registration

It is shown that domain-shift immunity is an inherent, largely architecture-agnostic property of deep de-formable registration when trained with a robust pipeline and offered a principled explanation for the cross-domain generalizability of deep registration networks.