Yizhe Zhang

129 papers A* 10A 4B 2C 1Journal 70Unranked 42
YearRankTypeTitle / Venue / Authors
2026 A* conf
Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation.
AAAI
Kaiwen Huang, Yizhe Zhang, Yi Zhou, Tianyang Xu, Tao Zhou
2026 J jnl
Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation.
CoRR
Kaiwen Huang, Yizhe Zhang, Yi Zhou, Tianyang Xu, Tao Zhou
2026 J jnl
Cell Instance Segmentation: The Devil Is in the Boundaries.
IEEE Trans. Medical Imaging
Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael T. Niemier, X. Sharon Hu, Danny Z. Chen
2026 A* conf
Decoupling Continual Semantic Segmentation.
AAAI
Yifu Guo, Yuquan Lu, Wentao Zhang, Zishan Xu, Dexia Chen, Siyu Zhang, Yizhe Zhang, Ruixuan Wang
2026 J jnl
Frequency-enhanced contextual conversion network for esophageal lesion segmentation.
Pattern Recognit.
Ziqi Tang, Xiaotong Niu, Long Rong, Yizhe Zhang, Yawei Bi, Nan Ru, Longsong Li, Ningli Chai, Tao Zhou
2026 J jnl
Test-time generative augmentation for medical image segmentation.
Medical Image Anal.
Xiao Ma, Yuhui Tao, Zetian Zhang, Yuhan Zhang, Xi Wang, Sheng Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen, Guang Yang
2025 J jnl
A survey on deep learning for polyp segmentation: techniques, challenges and future trends.
Vis. Intell.
Jiaxin Mei, Tao Zhou, Kaiwen Huang, Yizhe Zhang, Yi Zhou, Ye Wu, Huazhu Fu
2025 — conf
Asymmetric Performance Profiling Using Foundation Models: Quantifying Reliability and Expert Capability in Medical AI.
BIBM
Mingzhi Xu, Tingting Yang, Tao Zhou, Qiang Chen, Shuo Wang, Yizhe Zhang
2025 J jnl
Can General-Purpose Omnimodels Compete with Specialists? A Case Study in Medical Image Segmentation.
CoRR
Yizhe Zhang, Qiang Chen, Tao Zhou
2025 J jnl
Cell Instance Segmentation: The Devil Is in the Boundaries.
CoRR
Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael T. Niemier, X. Sharon Hu, Danny Z. Chen
2025 — conf
Coherence-Based Segmentation Quality Evaluator Trained on a Large Collection of Annotated Medical Images.
PRCV (13)
Ahjol Senbi, Tianyu Huang, Fei Lyu, Qing Li, Yuhui Tao, Wei Shao, Qiang Chen, Chengyan Wang, Shuo Wang, Tao Zhou, Yizhe Zhang
2025 J jnl
Decoupling Continual Semantic Segmentation.
CoRR
Yifu Guo, Yuquan Lu, Wentao Zhang, Zishan Xu, Dexia Chen, Siyu Zhang, Yizhe Zhang, Ruixuan Wang
2025 — conf
Discrepancy-Induced Cross-Subnet Interaction Network for Semi-Supervised Medical Image Segmentation.
ISBI
Chenqi Wang, Kaiwen Huang, Chijin Yu, Yizhe Zhang, Tao Zhou
2025 J jnl
Domain-Interactive Contrastive Learning and Prototype-Guided Self-Training for Cross-Domain Polyp Segmentation.
IEEE Trans. Medical Imaging
Ziru Lu, Yizhe Zhang, Yi Zhou, Ye Wu, Tao Zhou
2025 J jnl
Dual-scale enhanced and cross-generative consistency learning for semi-supervised medical image segmentation.
Pattern Recognit.
Yunqi Gu, Tao Zhou, Yizhe Zhang, Yi Zhou, Kelei He, Chen Gong, Huazhu Fu
2025 J jnl
Dynamic Multi-scale Feature Integration Network for unsupervised MR-CT synthesis.
Neural Networks
Meng Tang, Jiuming Jiang, Xue Zhang, Tao Zhou, Yizhe Zhang, Bin Qiu, Li Zhang
2025 — conf
Easy and Hard Partitions: An Investigation On Dataset Partitions in Biomedical Image Analysis.
ISBI
Tingting Yang, Tao Zhou, Liang Xiao, Yizhe Zhang
2025 J jnl
Edge-aware Feature Aggregation Network for Polyp Segmentation.
Mach. Intell. Res.
Tao Zhou, Yizhe Zhang, Geng Chen, Yi Zhou, Ye Wu, Deng-Ping Fan
2025 J jnl
EndoFinder: Online Lesion Retrieval for Explainable Colorectal Polyp Diagnosis Leveraging Latent Scene Representations.
CoRR
Ruijie Yang, Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2025 J jnl
Frequency-Aware Interaction Network for Ultrasound Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Dongfang Wang, Tao Zhou, Yizhe Zhang, Shangbing Gao, Jian Yang
2025 — conf
From Generalist to Specialist: Distilling a Mixture of Foundation Models for Domain-Specific Medical Image Segmentation.
MICCAI (2)
Qing Li, Yizhe Zhang, Shengxiao Yang, Qirong Li, Zian Wang, Junhong Liu, Haoyang Zhang, Shuo Wang, Chengyan Wang
2025 — conf
Hierarchical Spatio-Temporal Segmentation Network for Ejection Fraction Estimation in Echocardiography Videos.
MICCAI (3)
Dongfang Wang, Jian Yang, Yizhe Zhang, Tao Zhou
2025 J jnl
Hierarchical Spatio-temporal Segmentation Network for Ejection Fraction Estimation in Echocardiography Videos.
CoRR
Dongfang Wang, Jian Yang, Yizhe Zhang, Tao Zhou
2025 J jnl
Learnable Prompting SAM-Induced Knowledge Distillation for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Kaiwen Huang, Tao Zhou, Huazhu Fu, Yizhe Zhang, Yi Zhou, Chen Gong, Dong Liang
2025 J jnl
On-the-Fly Improving Segment Anything for Medical Image Segmentation Using Auxiliary Online Learning.
IEEE Trans. Medical Imaging
Tianyu Huang, Tao Zhou, Weidi Xie, Shuo Wang, Qi Dou, Yizhe Zhang
2025 — conf
ST-MIGD: Spatial-Temporal Domain Medical Image Generation via Deformation-Based Diffusion Models.
PRCV (14)
Xiao Zhang, Xiaohui Li, Xiao Ma, Yizhe Zhang, Qiang Chen
2025 — conf
Text-Driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation.
MICCAI (5)
Kaiwen Huang, Yi Zhou, Huazhu Fu, Yizhe Zhang, Chen Gong, Tao Zhou
2025 J jnl
Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation.
CoRR
Kaiwen Huang, Yi Zhou, Huazhu Fu, Yizhe Zhang, Chen Gong, Tao Zhou
2025 — conf
Textual Prototype-Guided Continual Learning for Medical Image Classification.
BIBM
Zhiping Zhou, Tong Yu, Yizhe Zhang, Wei-Shi Zheng, Ruixuan Wang
2025 J jnl
Uncertainty-Aware Cross-Training for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Image Process.
Kaiwen Huang, Tao Zhou, Huazhu Fu, Yizhe Zhang, Yi Zhou, Xiaojun Wu
2025 J jnl
Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation.
CoRR
Kaiwen Huang, Tao Zhou, Huazhu Fu, Yizhe Zhang, Yi Zhou, Xiao-Jun Wu
2025 — conf
Unsupervised Quality Control and Enhancement of Polyp Segmentation in Colonoscopy Videos Using Spatiotemporal Consistency.
MICCAI (10)
Yujia Li, Tao Zhou, Ruixuan Wang, Shuo Wang, Yizhe Zhang
2025 — conf
Visual Prompting Unsupervised Domain Adaptation for Medical Image Segmentation.
ISBI
Ziru Lu, Yizhe Zhang, Yi Zhou, Geng Chen, Tao Zhou
2025 J jnl
WeakPolyp-SAM: Segment Anything Model-driven weakly-supervised polyp segmentation.
Knowl. Based Syst.
Yiming Zhao, Tao Zhou, Yunqi Gu, Yi Zhou, Yizhe Zhang, Ye Wu, Huazhu Fu
2024 J jnl
Adaptify: A Refined Adaptation Scheme for Frame Classification in Atrophic Gastritis Videos.
CoRR
Zinan Xiong, Shuijiao Chen, Yizhe Zhang, Yu Cao, Benyuan Liu, Xiaowei Liu
2024 — conf
Adaptify: A Refined Test-Time Adaptation Scheme for Frame Classification Consistency in Atrophic Gastritis Videos.
ISBI
Zinan Xiong, Shuijiao Chen, Yizhe Zhang, Yu Cao, Benyuan Liu, Xiaowei Liu
2024 — conf
An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation.
MICCAI (12)
Qing Li, Yizhe Zhang, Yan Li, Jun Lyu, Meng Liu, Longyu Sun, Mengting Sun, Qirong Li, Wenyue Mao, Xinran Wu, Yajing Zhang, Yinghua Chu, Shuo Wang, Chengyan Wang
2024 J jnl
An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation.
CoRR
Qing Li, Yizhe Zhang, Yan Li, Jun Lyu, Meng Liu, Longyu Sun, Mengting Sun, Qirong Li, Wenyue Mao, Xinran Wu, Yajing Zhang, Yinghua Chu, Shuo Wang, Chengyan Wang
2024 — conf
Boosting Medical Image Classification with Segmentation Foundation Model.
ISBI
Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen
2024 J jnl
Boosting Medical Image Classification with Segmentation Foundation Model.
CoRR
Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen
2024 — conf
Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation.
PRCV (14)
Yizhe Zhang, Tao Zhou, Ye Wu, Pengfei Gu, Shuo Wang
2024 — conf
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis.
MICCAI (10)
Ruijie Yang, Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2024 J jnl
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis.
CoRR
Ruijie Yang, Yan Zhu, Peiyao Fu, Yizhe Zhang, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2024 — conf
Holistic Consistency for Subject-Level Segmentation Quality Assessment in Medical Image Segmentation.
UNSURE@MICCAI
Yizhe Zhang, Tao Zhou, Qiang Chen, Qi Dou, Shuo Wang
2024 J jnl
Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation.
CoRR
Tianyu Huang, Tao Zhou, Weidi Xie, Shuo Wang, Qi Dou, Yizhe Zhang
2024 J jnl
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation.
CoRR
Kaiwen Huang, Tao Zhou, Huazhu Fu, Yizhe Zhang, Yi Zhou, Chen Gong, Dong Liang
2024 — conf
SMNET: A Spherical Mean Network for Probing Tissue Microarchitecture from Single-Shell DMRI.
ISBI
Ye Wu, Yue Ding, Xiaoming Liu, Jiaolong Qin, Yizhe Zhang, Yoonmi Hong, Tao Zhou
2024 J jnl
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation.
CoRR
Pengfei Gu, Yejia Zhang, Huimin Li, Hongxiao Wang, Yizhe Zhang, Chaoli Wang, Danny Z. Chen
2024 — conf
TSBP: Improving Object Detection in Histology Images via Test-Time Self-guided Bounding-Box Propagation.
MICCAI (4)
Tingting Yang, Liang Xiao, Yizhe Zhang
2024 J jnl
Test-Time Generative Augmentation for Medical Image Segmentation.
CoRR
Xiao Ma, Yuhui Tao, Yuhan Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen
2024 J jnl
TestFit: A plug-and-play one-pass test time method for medical image segmentation.
Medical Image Anal.
Yizhe Zhang, Tao Zhou, Yuhui Tao, Shuo Wang, Ye Wu, Benyuan Liu, Pengfei Gu, Qiang Chen, Danny Z. Chen
2024 — conf
TextPolyp: Point-Supervised Polyp Segmentation with Text Cues.
MICCAI (11)
Yiming Zhao, Yi Zhou, Yizhe Zhang, Ye Wu, Tao Zhou
2024 J jnl
Towards Ground-truth-free Evaluation of Any Segmentation in Medical Images.
CoRR
Ahjol Senbi, Tianyu Huang, Fei Lyu, Qing Li, Yuhui Tao, Wei Shao, Qiang Chen, Chengyan Wang, Shuo Wang, Tao Zhou, Yizhe Zhang
2024 — conf
Transduction Enhanced Inductive Inference for Imbalanced Classification in Medical Images.
ISBI
Yizhe Zhang, Tao Zhou, Ye Wu, Shuo Wang, Danny Z. Chen
2023 J jnl
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends.
CoRR
Jiaxin Mei, Tao Zhou, Kaiwen Huang, Yizhe Zhang, Yi Zhou, Ye Wu, Huazhu Fu
2023 J jnl
Can SAM Segment Polyps?
CoRR
Tao Zhou, Yizhe Zhang, Yi Zhou, Ye Wu, Chen Gong
2023 J jnl
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Polyp Segmentation.
CoRR
Yunqi Gu, Tao Zhou, Yizhe Zhang, Yi Zhou, Kelei He, Chen Gong, Huazhu Fu
2023 J jnl
Edge-aware Feature Aggregation Network for Polyp Segmentation.
CoRR
Tao Zhou, Yizhe Zhang, Geng Chen, Yi Zhou, Ye Wu, Deng-Ping Fan
2023 J jnl
Flexible Fusion Network for Multi-Modal Brain Tumor Segmentation.
IEEE J. Biomed. Health Informatics
Hengyi Yang, Tao Zhou, Yi Zhou, Yizhe Zhang, Huazhu Fu
2023 J jnl
GPT4MIA: Utilizing Geneative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis.
CoRR
Yizhe Zhang, Danny Z. Chen
2023 — conf
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as a Plug-and-Play Transductive Model for Medical Image Analysis.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Yizhe Zhang, Danny Z. Chen
2023 — conf
GrNT: Gate-Regularized Network Training for Improving Multi-Scale Fusion in Medical Image Segmentation.
ISBI
Yizhe Zhang, Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2023 — conf
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen
2023 J jnl
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model.
CoRR
Yizhe Zhang, Tao Zhou, Peixian Liang, Danny Z. Chen
2023 J jnl
Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models.
CoRR
Shuo Wang, Yan Zhu, Xiaoyuan Luo, Zhiwei Yang, Yizhe Zhang, Peiyao Fu, Manning Wang, Zhijian Song, Quanlin Li, Pinghong Zhou, Yike Guo
2023 J jnl
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
2023 C conf
MLMSA: Multi-Level and Multi-Scale Attention for Lesion Detection in Endoscopy.
HealthCom
Zhang Zhang, Xizhe Wang, Shuijiao Chen, Xiaowei Liu, Qilei Chen, Yizhe Zhang, Yu Cao, Benyuan Liu
2023 — conf
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification.
UNSURE@MICCAI
Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
2023 J jnl
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification.
CoRR
Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
2023 J jnl
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model.
CoRR
Yizhe Zhang, Shuo Wang, Tao Zhou, Qi Dou, Danny Z. Chen
2023 J jnl
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation.
CoRR
Yizhe Zhang, Tao Zhou, Shuo Wang, Ye Wu, Pengfei Gu, Danny Z. Chen
2023 J jnl
Segment Anything Model-guided Collaborative Learning Network for Scribble-supervised Polyp Segmentation.
CoRR
Yiming Zhao, Tao Zhou, Yunqi Gu, Yi Zhou, Yizhe Zhang, Ye Wu, Huazhu Fu
2022 A conf
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation.
WACV
Yizhe Zhang, Shubhankar Borse, Hong Cai, Fatih Porikli
2022 J jnl
Data-Driven Deep Supervision for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Suraj Mishra, Yizhe Zhang, Danny Z. Chen, X. Sharon Hu
2022 — conf
Data-Driven Deep Supervision for Skin Lesion Classification.
MICCAI (1)
Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen
2022 J jnl
Data-Driven Deep Supervision for Skin Lesion Classification.
CoRR
Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen
2022 J jnl
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset).
CoRR
Haoran Wang, Yan Zhu, Wenzheng Qin, Yizhe Zhang, Pinghong Zhou, Quanlin Li, Shuo Wang, Zhijian Song
2022 J jnl
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation.
CoRR
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
2022 J jnl
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation.
IEEE Trans. Medical Imaging
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
2022 A conf
Perceptual Consistency in Video Segmentation.
WACV
Yizhe Zhang, Shubhankar Borse, Hong Cai, Ying Wang, Ning Bi, Xiaoyun Jiang, Fatih Porikli
2022 A* conf
Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device.
CVPR
Hyojin Park, Alan Yessenbayev, Tushar Singhal, Navin Kumar Adhikari, Yizhe Zhang, Shubhankar Mangesh Borse, Hong Cai, Frank Mayer, Balaji Calidas, Nilesh Prasad Pandey, Fei Yin, Fatih Porikli
2022 — conf
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models.
MICCAI (5)
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen
2022 J jnl
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models.
CoRR
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen
2021 J jnl
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation.
CoRR
Yizhe Zhang, Shubhankar Borse, Hong Cai, Fatih Porikli
2021 A conf
HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation.
BMVC
Shubhankar Borse, Hong Cai, Yizhe Zhang, Fatih Porikli
2021 J jnl
HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation.
CoRR
Shubhankar Borse, Hong Cai, Yizhe Zhang, Fatih Porikli
2021 A* conf
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation.
CVPR
Shubhankar Borse, Ying Wang, Yizhe Zhang, Fatih Porikli
2021 J jnl
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation.
CoRR
Shubhankar Borse, Ying Wang, Yizhe Zhang, Fatih Porikli
2021 J jnl
Perceptual Consistency in Video Segmentation.
CoRR
Yizhe Zhang, Shubhankar Borse, Hong Cai, Ying Wang, Ning Bi, Xiaoyun Jiang, Fatih Porikli
2021 A conf
X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation.
BMVC
Hong Cai, Janarbek Matai, Shubhankar Borse, Yizhe Zhang, Amin Ansari, Fatih Porikli
2021 J jnl
X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation.
CoRR
Hong Cai, Janarbek Matai, Shubhankar Borse, Yizhe Zhang, Amin Ansari, Fatih Porikli
2021 — conf
kCBAC-Net: Deeply Supervised Complete Bipartite Networks with Asymmetric Convolutions for Medical Image Segmentation.
MICCAI (1)
Pengfei Gu, Hao Zheng, Yizhe Zhang, Chaoli Wang, Danny Z. Chen
2020 B conf
A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation.
CBMS
Zhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng, Siyuan Zhang, Danny Ziyi Chen
2020 J jnl
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts.
IEEE Trans. Medical Imaging
Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen
2020 A* conf
An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training.
AAAI
Hao Zheng, Yizhe Zhang, Lin Yang, Chaoli Wang, Danny Z. Chen
2020 J jnl
AntVis: A web-based visual analytics tool for exploring ant movement data.
Vis. Informatics
Tianxiao Hu, Hao Zheng, Chen Liang, Sirou Zhu, Natalie Imirzian, Yizhe Zhang, Chaoli Wang, David P. Hughes, Danny Z. Chen
2020 B conf
InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking.
CBMS
Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
2020 A* conf
Structured Convolutions for Efficient Neural Network Design.
NeurIPS
Yash Bhalgat, Yizhe Zhang, Jamie Menjay Lin, Fatih Porikli
2020 J jnl
Structured Convolutions for Efficient Neural Network Design.
CoRR
Yash Bhalgat, Yizhe Zhang, Jamie Menjay Lin, Fatih Porikli
2020 — conf
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation.
BIBM
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen
2020 J jnl
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation.
CoRR
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen
2019 A* conf
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation.
AAAI
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2019 A* conf
Biomedical Image Segmentation via Representative Annotation.
AAAI
Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2019 — conf
Cascade Decoder: A Universal Decoding Method For Biomedical Image Segmentation.
ISBI
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
2019 J jnl
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation.
CoRR
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
2019 — conf
Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images.
MICCAI (2)
Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen
2019 J jnl
Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images.
CoRR
Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen
2019 — conf
HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion.
MICCAI (2)
Hao Zheng, Lin Yang, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2019 — conf
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation.
MIDL
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
2019 J jnl
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation.
CoRR
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
2019 A* conf
Second-Order Non-Local Attention Networks for Person Re-Identification.
ICCV
Bryan Bryan, Yuan Gong, Yizhe Zhang, Christian Poellabauer
2019 J jnl
Second-order Non-local Attention Networks for Person Re-identification.
CoRR
Bryan (Ning) Xia, Yuan Gong, Yizhe Zhang, Christian Poellabauer
2018 J jnl
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation.
CoRR
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2018 J jnl
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs.
CoRR
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
2018 — conf
A new registration approach for dynamic analysis of calcium signals in organs.
ISBI
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
2018 J jnl
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation.
CoRR
Lin Yang, Yizhe Zhang, Zhuo Zhao, Hao Zheng, Peixian Liang, Michael T. C. Ying, Anil T. Ahuja, Danny Z. Chen
2018 J jnl
Collaborative Random Faces-Guided Encoders for Pose-Invariant Face Representation Learning.
IEEE Trans. Neural Networks Learn. Syst.
Ming Shao, Yizhe Zhang, Yun Fu
2017 — conf
Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images.
MICCAI (3)
Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen
2017 — conf
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation.
MICCAI (3)
Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
2017 J jnl
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation.
CoRR
Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
2016 — conf
3D Segmentation of Glial Cells Using Fully Convolutional Networks and k-Terminal Cut.
MICCAI (2)
Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen
2016 J jnl
A seeding-searching-ensemble method for gland segmentation in H&E-stained images.
BMC Medical Informatics Decis. Mak.
Yizhe Zhang, Lin Yang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen
2016 — conf
Coarse-to-Fine Stacked Fully Convolutional Nets for lymph node segmentation in ultrasound images.
BIBM
Yizhe Zhang, Michael T. C. Ying, Lin Yang, Anil T. Ahuja, Danny Z. Chen
2016 — conf
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation.
NIPS
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Ziyi Chen
2016 J jnl
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation.
CoRR
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Z. Chen
2015 — conf
A seeding-searching-ensemble method for gland segmentation and detection.
BIBM
Yizhe Zhang, Lin Yang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen
2015 — conf
Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning.
MICCAI (3)
Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen
2015 — conf
Segmenting subcellular structures in histology tissue images.
ISBI
Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Yizhe Zhang, Haitao Wang, Danny Ziyi Chen
2013 A* conf
Random Faces Guided Sparse Many-to-One Encoder for Pose-Invariant Face Recognition.
ICCV
Yizhe Zhang, Ming Shao, Edward K. Wong, Yun Fu