Kernel-Based Supervised Discrete Hashing for Image Retrieval. - Xiaoshuang Shi; Fuyong Xing; Jinzheng Cai; Zizhao Zhang; Yuanpu Xie; Lin Yang 002 (ECCV (7), 2016)

Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks. - Jinzheng Cai; Le Lu 001; Zizhao Zhang; Fuyong Xing; Lin Yang 002; Qian Yin (MICCAI (2), 2016)

Transfer Shape Modeling Towards High-Throughput Microscopy Image Segmentation. - Fuyong Xing; Xiaoshuang Shi; Zizhao Zhang; Jinzheng Cai; Yuanpu Xie; Lin Yang 002 (MICCAI (3), 2016)

Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks. - Jinzheng Cai; Le Lu 001; Yuanpu Xie; Fuyong Xing; Lin Yang 002 (MICCAI (3), 2017)

Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function. - Jinzheng Cai; Le Lu 001; Yuanpu Xie; Fuyong Xing; Lin Yang 002 (CoRR, 2017)

Cascaded coarse-to-fine convolutional neural networks for pericardial effusion localization and segmentation on CT scans. - Jiamin Liu; Jinzheng Cai; Karthik Chellamuthu; Mohammadhadi Bagheri; Le Lu 001; Ronald M. Summers (ISBI, 2018)

Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays. - Jinzheng Cai; Le Lu 001; Adam P. Harrison; Xiaoshuang Shi; Pingjun Chen; Lin Yang 002 (MICCAI (2), 2018)

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 001; Adam P. Harrison; Ke Yan 006; Jing Xiao 006; Lin Yang 002; Ronald M. Summers (MICCAI (4), 2018)

CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement. - Youbao Tang; Jinzheng Cai; Le Lu 001; Adam P. Harrison; Ke Yan 006; Jing Xiao 006; Lin Yang 002; Ronald M. Summers (MLMI@MICCAI, 2018)

Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST. - Jinzheng Cai; Youbao Tang; Le Lu 001; Adam P. Harrison; Ke Yan 006; Jing Xiao 006; Lin Yang 002; Ronald M. Summers (CoRR, 2018)

Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning. - Jinzheng Cai; Le Lu 001; Fuyong Xing; Lin Yang 002 (CoRR, 2018)

Self-learning for face clustering. - Xiaoshuang Shi; Zhenhua Guo 001; Fuyong Xing; Jinzheng Cai; Lin Yang 002 (Pattern Recognit., 2018)

Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning. - Jinzheng Cai; Le Lu 001; Fuyong Xing; Lin Yang 002 (Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019)

End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation. - Jinzheng Cai; Yingda Xia; Dong Yang 005; Daguang Xu; Lin Yang 002; Holger Roth (MLMI@MICCAI, 2019)

Local and Global Consistency Regularized Mean Teacher for Semi-supervised Nuclei Classification. - Hai Su; Xiaoshuang Shi; Jinzheng Cai; Lin Yang 002 (MICCAI (1), 2019)

Integrating 3D Geometry of Organ for Improving Medical Image Segmentation. - Jiawen Yao; Jinzheng Cai; Dong Yang 005; Daguang Xu; Junzhou Huang (MICCAI (5), 2019)

Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network. - Jinzheng Cai; Zizhao Zhang; Lei Cui 004; Yefeng Zheng 001; Lin Yang 002 (Medical Image Anal., 2019)

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. - Zizhao Zhang; Pingjun Chen; Mason McGough; Fuyong Xing; Chunbao Wang 002; Marilyn Bui; Yuanpu Xie; Manish Sapkota; Lei Cui 004; Jaspreet Singh Dhillon; Nazeel Ahmad; Farah K. Khalil; et al. (Nat. Mach. Intell., 2019)

Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. - Zizhao Zhang; Pingjun Chen; Mason McGough; Fuyong Xing; Chunbao Wang 002; Marilyn Bui; Yuanpu Xie; Manish Sapkota; Lei Cui 004; Jasreman Dhillon; Nazeel Ahmad; Farah K. Khalil; et al. (Nat. Mach. Intell., 2019)

Texture analysis for muscular dystrophy classification in MRI with improved class activation mapping. - Jinzheng Cai; Fuyong Xing; Abhinandan Batra; Fujun Liu; Glenn A. Walter; Krista Vandenborne; Lin Yang 002 (Pattern Recognit., 2019)

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 006; Alan L. Yuille; Le Lu 001; Chien-Hung Liao; Adam P. Harrison (ECCV (13), 2020)

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 006; Le Lu 001; Chien-Hung Liao; Adam P. Harrison (ECCV (23), 2020)

Chromosome Segmentation via Data Simulation and Shape Learning. - Pingjun Chen; Jinzheng Cai; Lin Yang 002 (EMBC, 2020)

Deep Volumetric Universal Lesion Detection Using Light-Weight Pseudo 3D Convolution and Surface Point Regression. - Jinzheng Cai; Ke Yan 006; Chi-Tung Cheng; Jing Xiao 006; Chien-Hung Liao; Le Lu 001; Adam P. Harrison (MICCAI (4), 2020)

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 006; Tsung-Ying Ho; Jinzheng Cai; Adam P. Harrison; Xianghua Ye; Jing Xiao 006; Alan L. Yuille; Min Sun 001; Le Lu 001; et al. (MICCAI (7), 2020)

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 006; Le Lu 001; Chien-Hung Liao; Adam P. Harrison (MICCAI (1), 2020)

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training. - Yingda Xia; Fengze Liu; Dong Yang 005; Jinzheng Cai; Lequan Yu; Zhuotun Zhu; Daguang Xu; Alan L. Yuille; Holger Roth (WACV, 2020)

Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification. - Zhuotun Zhu; Ke Yan 006; Dakai Jin; Jinzheng Cai; Tsung-Ying Ho; Adam P. Harrison; Dazhou Guo; Chun-Hung Chao; Xianghua Ye; Jing Xiao 006; Alan L. Yuille; Le Lu 001 (CoRR, 2020)

Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets. - Ke Yan 006; Jinzheng Cai; Adam P. Harrison; Dakai Jin; Jing Xiao 006; Le Lu 001 (CoRR, 2020)

Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning. - Yuankai Huo; Jinzheng Cai; Chi-Tung Cheng; Ashwin Raju; Ke Yan 006; Bennett A. Landman; Jing Xiao 006; Le Lu 001; Chien-Hung Liao; Adam P. Harrison (CoRR, 2020)

Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT. - Ke Yan 006; Jinzheng Cai; Youjing Zheng; Adam P. Harrison; Dakai Jin; Youvao Tang; Yuxing Tang; Lingyun Huang; Jing Xiao 006; Le Lu 001 (CoRR, 2020)

Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images. - Ke Yan 006; Jinzheng Cai; Dakai Jin; Shun Miao; Adam P. Harrison; Dazhou Guo; Youbao Tang; Jing Xiao 006; Jingjing Lu; Le Lu 001 (CoRR, 2020)

Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach. - Bolin Lai; Xiaoyu Bai; Yuhsuan Wu; Xiaoyun Zhou 001; Peng Wang; Jinzheng Cai; Yuankai Huo; Lingyun Huang; Yong Xia 001; Jing Xiao 006; Le Lu 001; Heping Hu; et al. (CoRR, 2020)

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation. - Yingda Xia; Dong Yang 005; Zhiding Yu; Fengze Liu; Jinzheng Cai; Lequan Yu; Zhuotun Zhu; Daguang Xu; Alan L. Yuille; Holger Roth (Medical Image Anal., 2020)

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies. - Jinzheng Cai; Youbao Tang; Ke Yan 006; Adam P. Harrison; Jing Xiao 006; Gigin Lin; Le Lu 001 (CVPR, 2021)

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 001; Peng Wang; Jinzheng Cai; Yuankai Huo; Lingyun Huang; Yong Xia 001; Jing Xiao 006; Le Lu 001; Heping Hu; et al. (PRIME@MICCAI, 2021)

Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss. - Youbao Tang; Jinzheng Cai; Ke Yan 006; Lingyun Huang; Guotong Xie; Jing Xiao 006; Jingjing Lu; Gigin Lin; Le Lu 001 (MICCAI (2), 2021)

Lesion Segmentation and RECIST Diameter Prediction via Click-Driven Attention and Dual-Path Connection. - Youbao Tang; Ke Yan 006; Jinzheng Cai; Lingyun Huang; Guotong Xie; Jing Xiao 006; Jingjing Lu; Gigin Lin; Le Lu 001 (MICCAI (2), 2021)

A Flexible Three-Dimensional Hetero-phase Computed Tomography Hepatocellular Carcinoma (HCC) Detection Algorithm for Generalizable and Practical HCC Screening. - Chi-Tung Cheng; Jinzheng Cai; Wei Teng; Youjing Zheng; Yuting Huang; Yu-Chao Wang; Chien-Wei Peng; Youbao Tang; Wei-Chen Lee; Ta-Sen Yeh; Jing Xiao 006; Le Lu 001; et al. (CoRR, 2021)

Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale. - Jinzheng Cai; Adam P. Harrison; Youjing Zheng; Ke Yan 006; Yuankai Huo; Jing Xiao 006; Lin Yang 002; Le Lu 001 (IEEE Trans. Medical Imaging, 2021)

Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT. - Ke Yan 006; Jinzheng Cai; Youjing Zheng; Adam P. Harrison; Dakai Jin; Youbao Tang; Yuxing Tang; Lingyun Huang; Jing Xiao 006; Le Lu 001 (IEEE Trans. Medical Imaging, 2021)

SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images. - Ke Yan 006; Jinzheng Cai; Dakai Jin; Shun Miao; Dazhou Guo; Adam P. Harrison; Youbao Tang; Jing Xiao 006; Jingjing Lu; Le Lu 001 (IEEE Trans. Medical Imaging, 2022)