Weakly supervised learning of placental ultrasound images with residual networks

Accurate classification and localization of anatomical structures in images is a precursor for fully automatic image-based diagnosis of placental abnormalities. For placental ultrasound images, typically acquired in clinical screening and risk assessment clinics, these structures can have quite indi...

Full description

Bibliographic Details
Main Authors: Qi, H, Collins, S, Noble, A
Format: Conference item
Published: Springer 2017