Boundary Regularized Convolutional Neural Network for Layer Parsing of Breast Anatomy in Automated Whole Breast Ultrasound. - Cheng Bian; Ran Lee; Yi-Hong Chou; Jie-Zhi Cheng (MICCAI (3), 2017)

Class-Balanced Deep Neural Network for Automatic Ventricular Structure Segmentation. - Xin Yang 009; Cheng Bian; Lequan Yu; Dong Ni 001; Pheng-Ann Heng (STACOM@MICCAI, 2017)

3D Convolutional Networks for Fully Automatic Fine-Grained Whole Heart Partition. - Xin Yang 009; Cheng Bian; Lequan Yu; Dong Ni 001; Pheng-Ann Heng (STACOM@MICCAI, 2017)

Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing. - Xin Yang 009; Cheng Bian; Lequan Yu; Dong Ni 001; Pheng-Ann Heng (STACOM@MICCAI, 2017)

Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation. - Cheng Bian; Xin Yang 009; Jianqiang Ma; Shen Zheng; Yu-An Liu; Reza Nezafat; Pheng-Ann Heng; Yefeng Zheng 001 (STACOM@MICCAI, 2018)

Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound. - Na Wang; Cheng Bian; Yi Wang 031; Min Xu; Chenchen Qin; Xin Yang 009; Tianfu Wang 001; Anhua Li; Dinggang Shen; Dong Ni 001 (MICCAI (4), 2018)

Generalizing Deep Models for Ultrasound Image Segmentation. - Xin Yang 009; Haoran Dou; Ran Li; Xu Wang 017; Cheng Bian; Shengli Li 001; Dong Ni 001; Pheng-Ann Heng (MICCAI (4), 2018)

Segmentation of breast anatomy for automated whole breast ultrasound images with boundary regularized convolutional encoder-decoder network. - Baiying Lei; Shan Huang; Ran Li; Cheng Bian; Hang Li; Yi-Hong Chou; Jie-Zhi Cheng (Neurocomputing, 2018)

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. - Xiahai Zhuang; Lei Li 020; Christian Payer; Darko Stern; Martin Urschler; Mattias P. Heinrich; Julien Oster; Chunliang Wang; Örjan Smedby; Cheng Bian; Xin Yang 009; Pheng-Ann Heng; et al. (CoRR, 2019)

Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images. - Jiexiang Wang; Cheng Bian; Meng Li; Xin Yang 009; Kai Ma 002; Wenao Ma; Jin Yuan; Xinghao Ding; Yefeng Zheng 001 (CoRR, 2019)

Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks. - Chenglang Yuan; Cheng Bian; Hongjian Kang; Shu Liang; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2019)

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. - Xiahai Zhuang; Lei Li 020; Christian Payer; Darko Stern; Martin Urschler; Mattias P. Heinrich; Julien Oster; Chunliang Wang; Örjan Smedby; Cheng Bian; Xin Yang 009; Pheng-Ann Heng; et al. (Medical Image Anal., 2019)

Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound. - Xin Yang 009; Lequan Yu; Shengli Li 001; Huaxuan Wen; Dandan Luo; Cheng Bian; Jing Qin 001; Dong Ni 001; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2019)

TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. - Wenting Chen; Shuang Yu; Junde Wu; Kai Ma 002; Cheng Bian; Chunyan Chu; Linlin Shen; Yefeng Zheng 001 (MICCAI (5), 2020)

A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation. - Munan Ning; Cheng Bian; Donghuan Lu; Hong-Yu Zhou; Shuang Yu; Chenglang Yuan; Yang Guo 003; Yaohua Wang; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2020)

Ensembled ResUnet for Anatomical Brain Barriers Segmentation. - Munan Ning; Cheng Bian; Chenglang Yuan; Kai Ma 002; Yefeng Zheng 001 (MICCAI (Challenges), 2020)

Difficulty-Aware Glaucoma Classification with Multi-rater Consensus Modeling. - Shuang Yu; Hong-Yu Zhou; Kai Ma 002; Cheng Bian; Chunyan Chu; Hanruo Liu; Yefeng Zheng 001 (MICCAI (1), 2020)

Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations. - Hong-Yu Zhou; Shuang Yu; Cheng Bian; Yifan Hu; Kai Ma 002; Yefeng Zheng 001 (MICCAI (1), 2020)

A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. - Zhaohan Xiong; Qing Xia 002; Zhiqiang Hu; Ning Huang; Cheng Bian; Yefeng Zheng 001; Sulaiman Vesal; Nishant Ravikumar; Andreas K. Maier; Xin Yang 009; Pheng-Ann Heng; Dong Ni 001; et al. (CoRR, 2020)

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. - Huazhu Fu; Fei Li 021; Xu Sun 006; Xingxing Cao; Jingan Liao; José Ignacio Orlando; Xing Tao; Yuexiang Li; Shihao Zhang; Mingkui Tan; Chenglang Yuan; Cheng Bian; et al. (CoRR, 2020)

Uncertainty-aware domain alignment for anatomical structure segmentation. - Cheng Bian; Chenglang Yuan; Jiexiang Wang; Meng Li; Xin Yang 009; Shuang Yu; Kai Ma 002; Jin Yuan; Yefeng Zheng 001 (Medical Image Anal., 2020)

AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. - Huazhu Fu; Fei Li 021; Xu Sun 006; Xingxing Cao; Jingan Liao; José Ignacio Orlando; Xing Tao; Yuexiang Li; Shihao Zhang; Mingkui Tan; Chenglang Yuan; Cheng Bian; et al. (Medical Image Anal., 2020)

Self-co-attention neural network for anatomy segmentation in whole breast ultrasound. - Baiying Lei; Shan Huang; Hang Li; Ran Li; Cheng Bian; Yi-Hong Chou; Jie Du 001; Peng Zhou; Xuehao Gong; Jie-Zhi Cheng (Medical Image Anal., 2020)

Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. - Wei Ji 011; Shuang Yu; Junde Wu; Kai Ma 002; Cheng Bian; Qi Bi; Jingjing Li; Hanruo Liu; Li Cheng 001; Yefeng Zheng 001 (CVPR, 2021)

Multi-Anchor Active Domain Adaptation for Semantic Segmentation. - Munan Ning; Donghuan Lu; Dong Wei 004; Cheng Bian; Chenglang Yuan; Shuang Yu; Kai Ma 002; Yefeng Zheng 001 (ICCV, 2021)

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. - Munan Ning; Cheng Bian; Dong Wei 004; Shuang Yu; Chenglang Yuan; Yaohua Wang; Yang Guo 003; Kai Ma 002; Yefeng Zheng 001 (IPMI, 2021)

The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur Localization. - Xing Tao; Chenglang Yuan; Cheng Bian; Yuexiang Li; Kai Ma 002; Dong Ni 001; Yefeng Zheng 001 (ISBI, 2021)

Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification. - Qi Bi; Shuang Yu; Wei Ji 011; Cheng Bian; Lijun Gong; Hanruo Liu; Kai Ma 002; Yefeng Zheng 001 (MICCAI (8), 2021)

MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. - Shuang Yu; Kai Ma 002; Qi Bi; Cheng Bian; Munan Ning; Nanjun He; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (MICCAI (8), 2021)

A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. - Munan Ning; Cheng Bian; Dong Wei 004; Chenglang Yuan; Yaohua Wang; Yang Guo 003; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. - Zhaohan Xiong; Qing Xia 002; Zhiqiang Hu; Ning Huang; Cheng Bian; Yefeng Zheng 001; Sulaiman Vesal; Nishant Ravikumar; Andreas K. Maier; Xin Yang 009; Pheng-Ann Heng; Dong Ni 001; et al. (Medical Image Anal., 2021)

Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation. - Junwen Pan; Qi Bi; Yanzhan Yang; Pengfei Zhu 001; Cheng Bian (AAAI, 2022)

ProCo: Prototype-Aware Contrastive Learning for Long-Tailed Medical Image Classification. - Zhixiong Yang; Junwen Pan; Yanzhan Yang; Xiaozhou Shi; Hong-Yu Zhou; Zhicheng Zhang; Cheng Bian (MICCAI (8), 2022)

REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment. - Huihui Fang; Fei Li 021; Huazhu Fu; Xu Sun 006; Xingxing Cao; Jaemin Son; Shuang Yu; Menglu Zhang; Chenglang Yuan; Cheng Bian; Baiying Lei; Benjian Zhao; et al. (CoRR, 2022)

Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding. - Junwen Pan; Guanlin Chen; Yi Liu; Jiexiang Wang; Cheng Bian; Pengfei Zhu 001; Zhicheng Zhang (CoRR, 2022)

TW-GAN: Topology and width aware GAN for retinal artery/vein classification. - Wenting Chen; Shuang Yu; Kai Ma 002; Wei Ji 011; Cheng Bian; Chunyan Chu; Linlin Shen; Yefeng Zheng 001 (Medical Image Anal., 2022)

Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. - Cheng Bian; Chenglang Yuan; Kai Ma 002; Shuang Yu; Dong Wei 004; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2022)

Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline. - Wei Ji 011; Jingjing Li; Cheng Bian; Zongwei Zhou; Jiaying Zhao; Alan L. Yuille; Li Cheng 001 (CVPR, 2023)

Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning. - Hong-Yu Zhou; Yunxiang Fu; Zhicheng Zhang; Cheng Bian; Yizhou Yu (ICLR, 2023)

SemanticRT: A Large-Scale Dataset and Method for Robust Semantic Segmentation in Multispectral Images. - Wei Ji 011; Jingjing Li; Cheng Bian; Zhicheng Zhang; Li Cheng 001 (ACM Multimedia, 2023)

Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling. - Hong-Yu Zhou; Yunxiang Fu; Zhicheng Zhang; Cheng Bian; Yizhou Yu (CoRR, 2023)

GraphSKT: Graph-Guided Structured Knowledge Transfer for Domain Adaptive Lesion Detection. - Chaoqi Chen; Jiexiang Wang; Junwen Pan; Cheng Bian; Zhicheng Zhang (IEEE Trans. Medical Imaging, 2023)

MIL-ViT: A multiple instance vision transformer for fundus image classification. - Qi Bi; Xu Sun 006; Shuang Yu; Kai Ma 002; Cheng Bian; Munan Ning; Nanjun He; Yawen Huang; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (J. Vis. Commun. Image Represent., 2023)

Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure. - Cheng Bian; Xiaoyu Li 007; Qi Bi; Guangpu Zhu; Jiegeng Lyu; Weile Zhang; Yelei Li; Zijing Zeng (AAAI, 2024)