| 2021 | CVPR | Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies. | Jinzheng Cai, Youbao Tang, Ke Yan, Adam P. Harrison, Jing Xiao, Gigin Lin, Le Lu |
| 2021 | MICCAI | Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach. | Bolin Lai, Yuhsuan Wu, Xiaoyu Bai, Xiaoyun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison |
| 2021 | MICCAI | Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss. | Youbao Tang, Jinzheng Cai, Ke Yan, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu |
| 2021 | MICCAI | Lesion Segmentation and RECIST Diameter Prediction via Click-Driven Attention and Dual-Path Connection. | Youbao Tang, Ke Yan, Jinzheng Cai, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu |
| 2020 | ECCV | JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-modal Image Alignment of Large-Scale Pathological CT Scans. | Fengze Liu, Jinzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan L. Yuille, Le Lu, Chien-Hung Liao, Adam P. Harrison |
| 2020 | ECCV | Co-heterogeneous and Adaptive Segmentation from Multi-source and Multi-phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation. | Ashwin Raju, Chi-Tung Cheng, Yuankai Huo, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison |
| 2020 | MICCAI | Deep Volumetric Universal Lesion Detection Using Light-Weight Pseudo 3D Convolution and Surface Point Regression. | Jinzheng Cai, Ke Yan, Chi-Tung Cheng, Jing Xiao, Chien-Hung Liao, Le Lu, Adam P. Harrison |
| 2020 | MICCAI | Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network. | Chun-Hung Chao, Zhuotun Zhu, Dazhou Guo, Ke Yan, Tsung-Ying Ho, Jinzheng Cai, Adam P. Harrison, Xianghua Ye, Jing Xiao, Alan L. Yuille, Min Sun, Le Lu, Dakai Jin |
| 2020 | MICCAI | User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation. | Ashwin Raju, Zhanghexuan Ji, Chi-Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison |
| 2020 | WACV | 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training. | Yingda Xia, Fengze Liu, Dong Yang, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan L. Yuille, Holger Roth |
| 2019 | MICCAI | End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation. | Jinzheng Cai, Yingda Xia, Dong Yang, Daguang Xu, Lin Yang, Holger Roth |
| 2019 | MICCAI | Local and Global Consistency Regularized Mean Teacher for Semi-supervised Nuclei Classification. | Hai Su, Xiaoshuang Shi, Jinzheng Cai, Lin Yang |
| 2019 | MICCAI | Integrating 3D Geometry of Organ for Improving Medical Image Segmentation. | Jiawen Yao, Jinzheng Cai, Dong Yang, Daguang Xu, Junzhou Huang |
| 2018 | MICCAI | Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays. | Jinzheng Cai, Le Lu, Adam P. Harrison, Xiaoshuang Shi, Pingjun Chen, Lin Yang |
| 2018 | MICCAI | Accurate Weakly-Supervised Deep Lesion Segmentation Using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST. | Jinzheng Cai, Youbao Tang, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers |
| 2018 | MICCAI | CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement. | Youbao Tang, Jinzheng Cai, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers |
| 2017 | MICCAI | Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks. | Jinzheng Cai, Le Lu, Yuanpu Xie, Fuyong Xing, Lin Yang |
| 2016 | ECCV | Kernel-Based Supervised Discrete Hashing for Image Retrieval. | Xiaoshuang Shi, Fuyong Xing, Jinzheng Cai, Zizhao Zhang, Yuanpu Xie, Lin Yang |
| 2016 | MICCAI | Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks. | Jinzheng Cai, Le Lu, Zizhao Zhang, Fuyong Xing, Lin Yang, Qian Yin |
| 2016 | MICCAI | Transfer Shape Modeling Towards High-Throughput Microscopy Image Segmentation. | Fuyong Xing, Xiaoshuang Shi, Zizhao Zhang, Jinzheng Cai, Yuanpu Xie, Lin Yang |