Stephanie Leung

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 17

Top Topics

Multi View Video Sequences

Manifold Regularization

Metric Learning

Top Venues

Medical Image Anal.

Publications

Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. IEEE Trans. Medical Imaging 39 (5) (2020)
Liansheng Wang, Qiuhao Xu, Stephanie Leung, Jonathan Chung, Bo Chen, Shuo Li
Accurate automated Cobb angles estimation using multi-view extrapolation net. Medical Image Anal. 58 (2019)
Shumao Pang, Zhihai Su, Stephanie Leung, Ilanit Ben Nachum, Bo Chen, Qianjin Feng, Shuo Li
Direct automated quantitative measurement of spine by cascade amplifier regression network with manifold regularization. Medical Image Anal. 55 (2019)
Bo Chen, Qiuhao Xu, Liansheng Wang, Stephanie Leung, Jonathan Chung, Shuo Li
An Automated and Accurate Spine Curve Analysis System. IEEE Access 7 (2019)
Shumao Pang, Stephanie Leung, Ilanit Ben Nachum, Qianjin Feng, Shuo Li
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network. MICCAI (2) (2018)
Xiaoxu He, Stephanie Leung, James Warrington, Olga Shmuilovich, Shuo Li
Automated neural foraminal stenosis grading via task-aware structural representation learning. Neurocomputing 287 (2018)
Wufeng Xue, Gary Brahm, Sachin Pandey, Stephanie Leung, Shuo Li
Full left ventricle quantification via deep multitask relationships learning. Medical Image Anal. 43 (2018)
Zhongyi Han, Benzheng Wei, Stephanie Leung, Jonathan Chung, Shuo Li
Towards Automatic Report Generation in Spine Radiology Using Weakly Supervised Framework. MICCAI (4) (2018)
Zhongyi Han, Benzheng Wei, Ashley Mercado, Stephanie Leung, Shuo Li
Spine-GAN: Semantic segmentation of multiple spinal structures. Medical Image Anal. 50 (2018)
Wufeng Xue, Gary Brahm, Stephanie Leung, Olga Shmuilovich, Shuo Li
Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling. CoRR (2018)
Shumao Pang, Stephanie Leung, Ilanit Ben Nachum, Qianjin Feng, Shuo Li
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network. CoRR (2018)
Zhongyi Han, Benzheng Wei, Stephanie Leung, Ilanit Ben Nachum, David T. Laidley, Shuo Li
Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning. Neuroinformatics 16 (3-4) (2018)
Wufeng Xue, Gary Brahm, Stephanie Leung, Olga Shmuilovich, Shuo Li
Cardiac Motion Scoring with Segment- and Subject-Level Non-local Modeling. MICCAI (2) (2018)
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network. CoRR (2017)
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network. IPMI (2017)
Xiaoxu He, Mark Landis, Stephanie Leung, James Warrington, Olga Shmuilovich, Shuo Li
Automated grading of lumbar disc degeneration via supervised distance metric learning. Medical Imaging: Computer-Aided Diagnosis (2017)
Yunliang Cai, Stephanie Leung, James Warrington, Sachin Pandey, Olga Shmuilovich, Shuo Li
Direct spondylolisthesis identification and measurement in MR/CT using detectors trained by articulated parameterized spine model. Medical Imaging: Image Processing (2017)