Jinzheng Cai

发表

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

Adam P. Harrison, Alan L. Yuille, Fengze Liu, 2020, ECCV.

Kernel-Based Supervised Discrete Hashing for Image Retrieval

Lin Yang, Fuyong Xing, Jinzheng Cai, 2016, ECCV.

Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets pdf

Adam P. Harrison, Jinzheng Cai, Dakai Jin, 2020, ArXiv.

Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning

Fuyong Xing, Jinzheng Cai, Le Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

Self-learning for face clustering

Zhenhua Guo, Lin Yang, Fuyong Xing, 2018, Pattern Recognit..

Local and Global Consistency Regularized Mean Teacher for Semi-supervised Nuclei Classification

Lin Yang, Jinzheng Cai, Xiaoshuang Shi, 2019, MICCAI.

Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale

Adam P. Harrison, Ke Yan, Lin Yang, 2020, IEEE Transactions on Medical Imaging.

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Adam P. Harrison, Junzhou Huang, Jinzheng Cai, 2020, ECCV.

Texture analysis for muscular dystrophy classification in MRI with improved class activation mapping

Lin Yang, Fuyong Xing, Fujun Liu, 2019, Pattern Recognit..

Transfer Shape Modeling Towards High-Throughput Microscopy Image Segmentation

Lin Yang, Fuyong Xing, Jinzheng Cai, 2016, MICCAI.

Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network pdf

Adam P. Harrison, Min Sun, Alan Yuille, 2020, MICCAI.

Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function pdf

Le Lu, Lin Yang, Fuyong Xing, 2017, ArXiv.

Chromosome Segmentation via Data Simulation and Shape Learning

Lin Yang, Jinzheng Cai, Pingjun Chen, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images pdf

Youbao Tang, Jingjing Lu, Adam P. Harrison, 2020, ArXiv.

CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement

Youbao Tang, Jing Xiao, Ronald M. Summers, 2018, MLMI@MICCAI.

Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach pdf

Adam P. Harrison, Jing Xiao, Jinzheng Cai, 2020, ArXiv.

Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays pdf

Adam P. Harrison, Le Lu, Lin Yang, 2018, MICCAI.

Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning pdf

Le Lu, Lin Yang, Fuyong Xing, 2018, ArXiv.

Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning pdf

Adam P. Harrison, Yuankai Huo, Jing Xiao, 2020, ArXiv.

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

Hai Su, Chunbao Wang, Jinzheng Cai, 2019, Nat. Mach. Intell..

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Dong Yang, Daguang Xu, Lequan Yu, 2020, Medical Image Anal..

User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation pdf

Adam P. Harrison, Junzhou Huang, Jing Xiao, 2020, MICCAI.

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies pdf

Adam P. Harrison, Jing Xiao, Jinzheng Cai, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT

Adam P. Harrison, Jing Xiao, Jinzheng Cai, 2020, IEEE Transactions on Medical Imaging.

Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks

Le Lu, Qian Yin, Lin Yang, 2016, MICCAI.

Towards cross‐modal organ translation and segmentation: A cycle‐ and shape‐consistent generative adversarial network

Lin Yang, Yefeng Zheng, Lei Cui, 2019, Medical Image Anal..

Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression pdf

Adam P. Harrison, Jing Xiao, Jinzheng Cai, 2020, MICCAI.

Integrating 3D Geometry of Organ for Improving Medical Image Segmentation

Daguang Xu, Junzhou Huang, Jinzheng Cai, 2019, MICCAI.

Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST

Youbao Tang, Jing Xiao, Ronald M. Summers, 2018, MICCAI.

Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks

Le Lu, Lin Yang, Fuyong Xing, 2016, MICCAI.

Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification pdf

Adam P. Harrison, Alan Yuille, Jinzheng Cai, 2020, ArXiv.

Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST pdf

Youbao Tang, Jing Xiao, Ronald M. Summers, 2018, ArXiv.

Cascaded coarse-to-fine convolutional neural networks for pericardial effusion localization and segmentation on CT scans

Ronald M. Summers, Jiamin Liu, Mohammadhadi Bagheri, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation pdf

Lin Yang, Daguang Xu, Yingda Xia, 2019, MLMI@MICCAI.

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

Dong Yang, Daguang Xu, Holger Roth, 2018, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss

Youbao Tang, Le Lu, Jing Xiao, 2021, MICCAI.

Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection pdf

Youbao Tang, Le Lu, Jing Xiao, 2021, MICCAI.

Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT

Adam P. Harrison, Jing Xiao, Jinzheng Cai, 2020, IEEE Transactions on Medical Imaging.

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies

Youbao Tang, Adam P. Harrison, Jing Xiao, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).