77 citations · 112 across the 3 of their papers we have counts for
3 papers
cs.CV2017★ 25 cited
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network
Ester Bonmati, Yipeng Hu, Nikhil Sindhwani +5
Segmentation of the levator hiatus in ultrasound allows to extract biometrics which are of importance for pelvic floor disorder assessment. In this work, we present a fully automat…
cs.CV2017★ 10 cited
Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks
Yipeng Hu, Eli Gibson, Tom Vercauteren +5
In this paper, we describe how a patient-specific, ultrasound-probe-induced prostate motion model can be directly generated from a single preoperative MR image. Our motion model al…
cs.LG2017★ 77 cited
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks
Yipeng Hu, Eli Gibson, Li-Lin Lee +4
Sonography synthesis has a wide range of applications, including medical procedure simulation, clinical training and multimodality image registration. In this paper, we propose a m…