Ruida Cheng

Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks

Ruida Cheng, Holger R. Roth, Nathan Lay et al. · Journal of Medical Imaging · 2017 · 72 citations · Full text

Active appearance model and deep learning for more accurate prostate segmentation on MRI

Ruida Cheng, Holger R. Roth, Le Lü et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2016 · 58 citations

Geometric Learning, Engineering, Machine Learning +19

Fully automated patellofemoral MRI segmentation using holistically nested networks: Implications for evaluating patellofemoral osteoarthritis, pain, injury, pathology, and adolescent development

Ruida Cheng, Natalia A. Alexandridi, Richard M. Smith et al. · Magnetic Resonance in Medicine · 2019 · 41 citations · Full text

Fully automated prostate whole gland and central gland segmentation on MRI using holistically nested networks with short connections

Ruida Cheng, Nathan Lay, Holger R. Roth et al. · Journal of Medical Imaging · 2019 · 22 citations · Full text

Deep learning with orthogonal volumetric HED segmentation and 3D surface reconstruction model of prostate MRI

Ruida Cheng, Nathan Lay, Francesca Mertan et al. · 2017 · 18 citations

Geometric Learning, Engineering, Machine Learning +19