DefCor-Net: Physics-aware ultrasound deformation correction

Zhongliang Jiang, Yue Zhou, Dongliang Cao, Nassir Navab

Abstract: Highlights•Force-induced ultrasound image deformation correction.•Dense displacement field estimation from ultrasound imaging.•Deep learning based deformation correction, pixel-wise deformation correction.•Coarse-to-fine neural network structure.•Robotic ultrasound imaging, computer-assisted diagnosis, stiffness estimation.