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.  We employ deep residual networks to effectively learn discriminative features in an end-to-end fashion. 
Residual Networks
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.  We employ deep residual networks to effectively learn discriminative features in an end-to-end fashion. 
Residual Networks