Robots in my contact list: using social media platforms for human-robot interaction in domestic environment. - Xiaoning Ma; Xin Yang 009; Shengdong Zhao 001; Chi-Wing Fu; Ziquan Lan; Yiming Pu (APCHI, 2012)

Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound. - Dong Ni 001; Tianmei Li 002; Xin Yang 009; Jing Qin 001; Shengli Li 001; Chien Ting Chin; Shuyuan Ouyang; Tianfu Wang 001; Siping Chen (Abdominal Imaging, 2013)

Personalized modeling of prostate deformation based on elastography for MRI-TRUS registration. - Yi Wang 031; Dong Ni 001; Jing Qin 001; Xin Yang 009; Xiaoyan Xie; Muqing Lin; Pheng-Ann Heng (ISBI, 2014)

Standard plane localization in ultrasound by radial component. - Xin Yang 009; Dong Ni 001; Jing Qin 001; Shengli Li 001; Tianfu Wang 001; Siping Chen; Pheng-Ann Heng (ISBI, 2014)

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer. - Hao Chen 011; Dong Ni 001; Xin Yang 009; Shengli Li 001; Pheng-Ann Heng (MLMI, 2014)

CT Prostate Deformable Segmentation by Boundary Regression. - Yeqin Shao; Yaozong Gao; Xin Yang 009; Dinggang Shen (MCV, 2014)

Using Social Media Platforms for Human-Robot Interaction in Domestic Environment. - Xiaoning Ma; Xin Yang 009; Shengdong Zhao 001; Chi-Wing Fu; Ziquan Lan; Yiming Pu (Int. J. Hum. Comput. Interact., 2014)

Hierarchical Lung Field Segmentation With Joint Shape and Appearance Sparse Learning. - Yeqin Shao; Yaozong Gao; Yanrong Guo; Yonghong Shi; Xin Yang 009; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Hippocampus Segmentation from MR Infant Brain Images via Boundary Regression. - Yeqin Shao; Yanrong Guo; Yaozong Gao; Xin Yang 009; Dinggang Shen (MCV@MICCAI, 2015)

Locally-constrained boundary regression for segmentation of prostate and rectum in the planning CT images. - Yeqin Shao; Yaozong Gao; Qian Wang 001; Xin Yang 009; Dinggang Shen (Medical Image Anal., 2015)

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks. - Hao Chen 011; Dong Ni 001; Jing Qin 001; Shengli Li 001; Xin Yang 009; Tianfu Wang 001; Pheng-Ann Heng (IEEE J. Biomed. Health Informatics, 2015)

3D FractalNet: Dense Volumetric Segmentation for Cardiovascular MRI Volumes. - Lequan Yu; Xin Yang 009; Jing Qin 001; Pheng-Ann Heng (RAMBO+HVSMR@MICCAI, 2016)

Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images. - Xin Yang 009; Lequan Yu; Lingyun Wu; Yi Wang 031; Dong Ni 001; Jing Qin 001; Pheng-Ann Heng (AAAI, 2017)

Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images. - Lequan Yu; Xin Yang 009; Hao Chen 011; Jing Qin 001; Pheng-Ann Heng (AAAI, 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)

Towards Automatic Semantic Segmentation in Volumetric Ultrasound. - Xin Yang 009; Lequan Yu; Shengli Li 001; Xu Wang 017; Na Wang; Jing Qin 001; Dong Ni 001; Pheng-Ann Heng (MICCAI (1), 2017)

Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. - Lequan Yu; Jie-Zhi Cheng; Qi Dou 001; Xin Yang 009; Hao Chen 011; Jing Qin 001; Pheng-Ann Heng (MICCAI (2), 2017)

3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images. - Guodong Zeng; Xin Yang 009; Jing Li; Lequan Yu; Pheng-Ann Heng; Guoyan Zheng (MLMI@MICCAI, 2017)

3D deeply supervised network for automated segmentation of volumetric medical images. - Qi Dou 001; Lequan Yu; Hao Chen 011; Yueming Jin; Xin Yang 009; Jing Qin 001; Pheng-Ann Heng (Medical Image Anal., 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)

Deep Attentional Features for Prostate Segmentation in Ultrasound. - Yi Wang 031; Zijun Deng; Xiaowei Hu 001; Lei Zhu 003; Xin Yang 009; Xuemiao Xu; Pheng-Ann Heng; 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)

Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation. - Xin Yang 009; Na Wang; Yi Wang 031; Xu Wang 017; Reza Nezafat; Dong Ni 001; Pheng-Ann Heng (STACOM@MICCAI, 2018)

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? - Olivier Bernard 001; Alain Lalande; Clément Zotti; Frederic Cervenansky; Xin Yang 009; Pheng-Ann Heng; Irem Cetin; Karim Lekadir; Oscar Camara 001; Miguel Ángel González Ballester; Gerard Sanroma; Sandy Napel; et al. (IEEE Trans. Medical Imaging, 2018)

Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. - Xu Wang 017; Xin Yang 009; Haoran Dou; Shengli Li 001; Pheng-Ann Heng; Dong Ni 001 (BHI, 2019)

AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results. - Shuhang Gu; Hanwen Liu; Dan Zhu; Tangxin Xie; Xin Yang 009; Chen Zhu; Jia Yu 018; Wenyu Sun; Xin Tao 001; Zijun Deng; Liying Lu; Martin Danelljan; et al. (ICCV Workshops, 2019)

FetusMap: Fetal Pose Estimation in 3D Ultrasound. - Xin Yang 009; Wenlong Shi; Haoran Dou; Jikuan Qian; Yi Wang 031; Wufeng Xue; Shengli Li 001; Dong Ni 001; Pheng-Ann Heng (MICCAI (5), 2019)

Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound. - Haoran Dou; Xin Yang 009; Jikuan Qian; Wufeng Xue; Hao Qin; Xu Wang 017; Lequan Yu; Shujun Wang; Yi Xiong 001; Pheng-Ann Heng; Dong Ni 001 (MICCAI (5), 2019)

Boundary and Entropy-Driven Adversarial Learning for Fundus Image Segmentation. - Shujun Wang; Lequan Yu; Kang Li 007; Xin Yang 009; Chi-Wing Fu; Pheng-Ann Heng (MICCAI (1), 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. (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)

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)

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. - Yi Wang 031; Dong Ni 001; Haoran Dou; Xiaowei Hu 001; Lei Zhu 003; Xin Yang 009; Ming Xu; Jing Qin 001; Pheng-Ann Heng; Tianfu Wang 001 (IEEE Trans. Medical Imaging, 2019)

Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation. - Shujun Wang; Lequan Yu; Xin Yang 009; Chi-Wing Fu; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 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)

Region Proposal Network with Graph Prior and Iou-Balance Loss for Landmark Detection in 3D Ultrasound. - Chaoyu Chen; Xin Yang 009; Ruobing Huang; Wenlong Shi; Shengfeng Liu; Mingrong Lin; Yuhao Huang 001; Yong Yang; Yuanji Zhang; Huanjia Luo; Yankai Huang; Yi Xiong 001; et al. (ISBI, 2020)

Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANS. - Jiamin Liang; Xin Yang 009; Haoming Li 008; Yi Wang 031; Manh The Van; Haoran Dou; Chaoyu Chen; Jinghui Fang; Xiaowen Liang; Zixin Mai; Guowen Zhu; Zhiyi Chen; et al. (ISBI, 2020)

Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer. - Zhendong Liu; Xin Yang 009; Rui Gao; Shengfeng Liu; Haoran Dou; Shuangchi He; Yuhao Huang 001; Yankai Huang; Huanjia Luo; Yuanji Zhang; Yi Xiong 001; Dong Ni 001 (ISBI, 2020)

Style-Invariant Cardiac Image Segmentation with Test-Time Augmentation. - Xiaoqiong Huang; Zejian Chen; Xin Yang 009; Zhendong Liu; Yuxin Zou; Mingyuan Luo; Wufeng Xue; Dong Ni 001 (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound. - Yuhao Huang 001; Xin Yang 009; Rui Li 038; Jikuan Qian; Xiaoqiong Huang; Wenlong Shi; Haoran Dou; Chaoyu Chen; Yuanji Zhang; Huanjia Luo; Alejandro Frangi; Yi Xiong 001; et al. (MICCAI (3), 2020)

Contrastive Rendering for Ultrasound Image Segmentation. - Haoming Li 008; Xin Yang 009; Jiamin Liang; Wenlong Shi; Chaoyu Chen; Haoran Dou; Rui Li 038; Rui Gao; Guangquan Zhou; Jinghui Fang; Xiaowen Liang; Ruobing Huang; et al. (MICCAI (3), 2020)

Remote Intelligent Assisted Diagnosis System for Hepatic Echinococcosis. - Haixia Wang; Rui Li 038; Xuan Chen; Bin Duan; Linfewi Xiong; Xin Yang 009; Haining Fan; Dong Ni 001 (ASMUS/PIPPI@MICCAI, 2020)

Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound. - Jian Wang 099; Juzheng Miao; Xin Yang 009; Rui Li 038; Guangquan Zhou; Yuhao Huang 001; Zehui Lin; Wufeng Xue; Xiaohong Jia 003; Jianqiao Zhou; Ruobing Huang; Dong Ni 001 (MICCAI (6), 2020)

Computer-Aided Tumor Diagnosis in Automated Breast Ultrasound Using 3D Detection Network. - Junxiong Yu; Chaoyu Chen; Xin Yang 009; Yi Wang 031; Dan Yan; Jianxing Zhang; Dong Ni 001 (MICCAI (6), 2020)

Bridge Segmentation Performance Gap Via Evolving Shape Prior. - Chaoyu Chen; Xin Yang 009; Haoran Dou; Ruobing Huang; Xiaoqiong Huang; Xu Wang 017; Chong Duan; Shengli Li 001; Wufeng Xue; Pheng-Ann Heng; Dong Ni 001 (IEEE Access, 2020)

Hybrid attention for automatic segmentation of whole fetal head in prenatal ultrasound volumes. - Xin Yang 009; Xu Wang 017; Yi Wang 031; Haoran Dou; Shengli Li 001; Huaxuan Wen; Yi Lin; Pheng-Ann Heng; Dong Ni 001 (Comput. Methods Programs Biomed., 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)

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)

CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images. - Haoming Li 008; Jinghui Fang; Shengfeng Liu; Xiaowen Liang; Xin Yang 009; Zixin Mai; Manh The Van; Tianfu Wang 001; Zhiyi Chen; Dong Ni 001 (IEEE J. Biomed. Health Informatics, 2020)

Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound. - Yi Wang 031; Na Wang; Min Xu; Junxiong Yu; Chenchen Qin; Xiao Luo; Xin Yang 009; Tianfu Wang 001; Anhua Li; Dong Ni 001 (IEEE Trans. Medical Imaging, 2020)

DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets. - Shujun Wang; Lequan Yu; Kang Li 007; Xin Yang 009; Chi-Wing Fu; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2020)

Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer. - Zhendong Liu; Xiaoqiong Huang; Xin Yang 009; Rui Gao; Rui Li 038; Yuanji Zhang; Yankai Huang; Guangquan Zhou; Yi Xiong 001; Alejandro F. Frangi; Dong Ni 001 (ISBI, 2021)

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. - Shuangchi He; Zehui Lin; Xin Yang 009; Chaoyu Chen; Jian Wang 099; Xue Shuang; Ziwei Deng; Qin Liu; Yan Cao 002; Xiduo Lu; Ruobing Huang; Nishant Ravikumar; et al. (MLMI@MICCAI, 2021)

Flip Learning: Erase to Segment. - Yuhao Huang 001; Xin Yang 009; Yuxin Zou; Chaoyu Chen; Jian Wang 099; Haoran Dou; Nishant Ravikumar; Alejandro F. Frangi; Jianqiao Zhou; Dong Ni 001 (MICCAI (1), 2021)

Style Curriculum Learning for Robust Medical Image Segmentation. - Zhendong Liu; Manh The Van; Xin Yang 009; Xiaoqiong Huang; Karim Lekadir; Víctor M. Campello; Nishant Ravikumar; Alejandro F. Frangi; Dong Ni 001 (MICCAI (1), 2021)

Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction. - Mingyuan Luo; Xin Yang 009; Xiaoqiong Huang; Yuhao Huang 001; Yuxin Zou; Xindi Hu; Nishant Ravikumar; Alejandro F. Frangi; Dong Ni 001 (MICCAI (6), 2021)

AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound. - Ruobing Huang; Zehui Lin; Haoran Dou; Jian Wang 099; Juzheng Miao; Guangquan Zhou; Xiaohong Jia 003; Wenwen Xu; Zihan Mei; Yijie Dong; Xin Yang 009; Jianqiao Zhou; et al. (Medical Image Anal., 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)

Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information. - Wufeng Xue; Chunyan Cao; Jie Liu; Yilian Duan; Haiyan Cao; Jian Wang 099; Xumin Tao; Zejian Chen; Meng Wu; Jinxiang Zhang; Hui Sun; Yang Jin; et al. (Medical Image Anal., 2021)

Searching collaborative agents for multi-plane localization in 3D ultrasound. - Xin Yang 009; Yuhao Huang 001; Ruobing Huang; Haoran Dou; Rui Li 038; Jikuan Qian; Xiaoqiong Huang; Wenlong Shi; Chaoyu Chen; Yuanji Zhang; Haixia Wang; Yi Xiong 001; et al. (Medical Image Anal., 2021)

Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound. - Xin Yang 009; Haoming Li 008; Yi Wang 031; Xiaowen Liang; Chaoyu Chen; Xu Zhou 005; Fengyi Zeng; Jinghui Fang; Alejandro Frangi; Zhiyi Chen; Dong Ni 001 (Medical Image Anal., 2021)

Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images. - Guangquan Zhou; Juzheng Miao; Xin Yang 009; Rui Li 038; En-Ze Huo; Wenlong Shi; Yuhao Huang 001; Jikuan Qian; Chaoyu Chen; Dong Ni 001 (IEEE J. Biomed. Health Informatics, 2021)

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. - Víctor M. Campello; Polyxeni Gkontra; Cristian Izquierdo; Carlos Martín-Isla; Alireza Sojoudi; Peter M. Full; Klaus H. Maier-Hein; Yao Zhang 010; Zhiqiang He 002; Jun Ma 016; Mario Parreño; Alberto Albiol; et al. (IEEE Trans. Medical Imaging, 2021)

A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI. - Haoran Dou; Davood Karimi; Caitlin K. Rollins; Cynthia M. Ortinau; Lana Vasung; Clemente Velasco-Annis; Abdelhakim Ouaalam; Xin Yang 009; Dong Ni 001; Ali Gholipour (IEEE Trans. Medical Imaging, 2021)

Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound. - Xin Yang 009; Haoran Dou; Ruobing Huang; Wufeng Xue; Yuhao Huang 001; Jikuan Qian; Yuanji Zhang; Huanjia Luo; Huizhi Guo; Tianfu Wang 001; Yi Xiong 001; Dong Ni 001 (IEEE Trans. Medical Imaging, 2021)

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. - Ziqi Zhou; Lei Qi 001; Xin Yang 009; Dong Ni 001; Yinghuan Shi (CVPR, 2022)

Fine-Grained Correlation Loss for Regression. - Chaoyu Chen; Xin Yang 009; Ruobing Huang; Xindi Hu; Yankai Huang; Xiduo Lu; Xinrui Zhou; Mingyuan Luo; Yinyu Ye 002; Xue Shuang; Juzheng Miao; Yi Xiong 001; et al. (MICCAI (8), 2022)

Online Reflective Learning for Robust Medical Image Segmentation. - Yuhao Huang 001; Xin Yang 009; Xiaoqiong Huang; Jiamin Liang; Xinrui Zhou; Cheng Chen 013; Haoran Dou; Xindi Hu; Yan Cao 002; Dong Ni 001 (MICCAI (8), 2022)

Weakly-Supervised High-Fidelity Ultrasound Video Synthesis with Feature Decoupling. - Jiamin Liang; Xin Yang 009; Yuhao Huang 001; Kai Liu; Xinrui Zhou; Xindi Hu; Zehui Lin; Huanjia Luo; Yuanji Zhang; Yi Xiong 001; Dong Ni 001 (MICCAI (4), 2022)

Deep Motion Network for Freehand 3D Ultrasound Reconstruction. - Mingyuan Luo; Xin Yang 009; Hongzhang Wang; Liwei Du; Dong Ni 001 (MICCAI (4), 2022)

Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound. - Yuxin Zou; Haoran Dou; Yuhao Huang 001; Xin Yang 009; Jikuan Qian; Chaojiong Zhen; Xiaodan Ji; Nishant Ravikumar; Guoqiang Chen; Weijun Huang; Alejandro F. Frangi; Dong Ni 001 (MICCAI (4), 2022)

A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition. - Rushuang Zhou; Zhiguo Zhang 001; Xin Yang 009; Hong Fu; Li Zhang 041; Linling Li; Gan Huang; Yining Dong; Fali Li; Zhen Liang (CoRR, 2022)

HASA: Hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound images. - Jikuan Qian; Rui Li 038; Xin Yang 009; Yuhao Huang 001; Mingyuan Luo; Zehui Lin; Wenhui Hong; Ruobing Huang; Haining Fan; Dong Ni 001; Jun Cheng 006 (Expert Syst. Appl., 2022)

Boundary-rendering network for breast lesion segmentation in ultrasound images. - Ruobing Huang; Mingrong Lin; Haoran Dou; Zehui Lin; Qilong Ying; Xiaohong Jia 003; Wenwen Xu; Zihan Mei; Xin Yang 009; Yijie Dong; Jianqiao Zhou; Dong Ni 001 (Medical Image Anal., 2022)

Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis. - Jiamin Liang; Xin Yang 009; Yuhao Huang 001; Haoming Li 008; Shuangchi He; Xindi Hu; Zejian Chen; Wufeng Xue; Jun Cheng 006; Dong Ni 001 (Medical Image Anal., 2022)

AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images. - Kai-Ni Wang; Xin Yang 009; Juzheng Miao; Lei Li 020; Jing Yao; Ping Zhou; Wufeng Xue; Guang-Quan Zhou; Xiahai Zhuang; Dong Ni 001 (Medical Image Anal., 2022)

Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip. - Xindi Hu; Limin Wang; Xin Yang 009; Xu Zhou 005; Wufeng Xue; Yan Cao 002; Shengfeng Liu; Yuhao Huang 001; Shuangping Guo; Ning Shang; Dong Ni 001; Ning Gu (IEEE J. Biomed. Health Informatics, 2022)

Hierarchical Agent-Based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video. - Sijing Liu; Qilong Ying; Shuangchi He; Xin Yang 009; Dong Ni 001; Ruobing Huang (ISBI, 2023)

GSMorph: Gradient Surgery for Cine-MRI Cardiac Deformable Registration. - Haoran Dou; Ning Bi; Luyi Han; Yuhao Huang 001; Ritse Mann; Xin Yang 009; Dong Ni 001; Nishant Ravikumar; Alejandro F. Frangi; Yunzhi Huang (MICCAI (10), 2023)

Fourier Test-Time Adaptation with Multi-level Consistency for Robust Classification. - Yuhao Huang 001; Xin Yang 009; Xiaoqiong Huang; Xinrui Zhou; Haozhe Chi; Haoran Dou; Xindi Hu; Jian Wang 099; Xuedong Deng; Dong Ni 001 (MICCAI (3), 2023)

Instructive Feature Enhancement for Dichotomous Medical Image Segmentation. - Lian Liu; Han Zhou; Jiongquan Chen; Sijing Liu; Wenlong Shi; Dong Ni 001; Deng-Ping Fan; Xin Yang 009 (MICCAI (4), 2023)

Multi-IMU with Online Self-consistency for Freehand 3D Ultrasound Reconstruction. - Mingyuan Luo; Xin Yang 009; Zhongnuo Yan; Junyu Li; Yuanji Zhang; Jiongquan Chen; Xindi Hu; Jikuan Qian; Jun Cheng 006; Dong Ni 001 (MICCAI (1), 2023)

Inflated 3D Convolution-Transformer for Weakly-Supervised Carotid Stenosis Grading with Ultrasound Videos. - Xinrui Zhou; Yuhao Huang 001; Wufeng Xue; Xin Yang 009; Yuxin Zou; Qilong Ying; Yuanji Zhang; Jia Liu; Jie Ren; Dong Ni 001 (MICCAI (2), 2023)

PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation. - Ao Chang; Xing Tao; Xin Yang 009; Yuhao Huang 001; Xinrui Zhou; Jiajun Zeng; Ruobing Huang; Dong Ni 001 (MLMI@MICCAI (1), 2023)

FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation. - Chaoyu Chen; Xin Yang 009; Rusi Chen; Junxuan Yu; Liwei Du; Jian Wang 099; Xindi Hu; Yan Cao 002; Yingying Liu; Dong Ni 001 (MLMI@MICCAI (1), 2023)

Segment Anything Model for Medical Images? - Yuhao Huang 001; Xin Yang 009; Lian Liu; Han Zhou; Ao Chang; Xinrui Zhou; Rusi Chen; Junxuan Yu; Jiongquan Chen; Chaoyu Chen; Haozhe Chi; Xindi Hu; et al. (CoRR, 2023)

Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge. - Jun Ma 016; Yao Zhang 010; Song Gu; Cheng Ge; Shihao Ma; Adamo Young; Cheng Zhu; Kangkang Meng; Xin Yang 009; Ziyan Huang; Fan Zhang; Wentao Liu; et al. (CoRR, 2023)

The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions. - Jun Ma 016; Ronald Xie; Shamini Ayyadhury; Cheng Ge; Anubha Gupta; Ritu Gupta; Song Gu; Yao Zhang 010; Gihun Lee; Joonkee Kim; Wei Lou; Haofeng Li; et al. (CoRR, 2023)

OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis. - Han Zhou; Dong Ni 001; Ao Chang; Xinrui Zhou; Rusi Chen; Yanlin Chen; Lian Liu; Jiamin Liang; Yuhao Huang 001; Tong Han; Zhe Liu; Deng-Ping Fan; et al. (CoRR, 2023)

FetusMapV2: Enhanced Fetal Pose Estimation in 3D Ultrasound. - Chaoyu Chen; Xin Yang 009; Yuhao Huang 001; Wenlong Shi; Yan Cao 002; Mingyuan Luo; Xindi Hu; Lei Zhue; Lequan Yu; Kejuan Yue; Yuanji Zhang; Yi Xiong 001; et al. (CoRR, 2023)

RecON: Online learning for sensorless freehand 3D ultrasound reconstruction. - Mingyuan Luo; Xin Yang 009; Hongzhang Wang; Haoran Dou; Xindi Hu; Yuhao Huang 001; Nishant Ravikumar; Songcheng Xu; Yuanji Zhang; Yi Xiong 001; Wufeng Xue; Alejandro F. Frangi; et al. (Medical Image Anal., 2023)

Test-time bi-directional adaptation between image and model for robust segmentation. - Xiaoqiong Huang; Xin Yang 009; Haoran Dou; Yuhao Huang 001; Li Zhang 041; Zhendong Liu; Zhongnuo Yan; Lian Liu; Yuxin Zou; Xindi Hu; Rui Gao; Yuanji Zhang; et al. (Comput. Methods Programs Biomed., 2023)

UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation. - Zehui Lin; Zhuoneng Zhang; Xindi Hu; Zhifan Gao; Xin Yang 009; Yue Sun; Dong Ni 001; Tao Tan 002 (BIBM, 2024)

A Foundation Model for General Moving Object Segmentation in Medical Images. - Zhongnuo Yan; Tong Han; Yuhao Huang 001; Lian Liu; Han Zhou; Jiongquan Chen; Wenlong Shi; Yan Cao 002; Xin Yang 009; Dong Ni 001 (ISBI, 2024)

Fine-Grained Context and Multi-modal Alignment for Freehand 3D Ultrasound Reconstruction. - Zhongnuo Yan; Xin Yang 009; Mingyuan Luo; Jiongquan Chen; Rusi Chen; Lian Liu; Dong Ni 001 (MICCAI (7), 2024)

Robust Box Prompt Based SAM for Medical Image Segmentation. - Yuhao Huang 001; Xin Yang 009; Han Zhou; Yan Cao 002; Haoran Dou; Fajin Dong; Dong Ni 001 (MLMI@MICCAI (2), 2024)

Mitral Regurgitation Recogniton Based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification. - Zhe Liu; Xiliang Zhu; Tong Han; Yuhao Huang 001; Jian Wang 099; Lian Liu; Fang Wang; Dong Ni 001; Zhongshan Gou; Xin Yang 009 (MLMI@MICCAI (1), 2024)

Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation. - Junxuan Yu; Rusi Chen; Yongsong Zhou; Yanlin Chen; Yaofei Duan; Yuhao Huang 001; Han Zhou; Tan Tao; Xin Yang 009; Dong Ni 001 (MLMI@MICCAI (2), 2024)

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training. - Jian Wang 099; Xin Yang 009; Xiaohong Jia 003; Wufeng Xue; Rusi Chen; Yanlin Chen; Xi-Liang Zhu; Lian Liu; Yan Cao 002; Jianqiao Zhou; Dong Ni 001; Ning Gu (Comput. Biol. Medicine, 2024)

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training. - Jian Wang 099; Xin Yang 009; Xiaohong Jia 003; Wufeng Xue; Rusi Chen; Yanlin Chen; Xiliang Zhu; Lian Liu; Yan Cao 002; Jianqiao Zhou; Dong Ni 001; Ning Gu (CoRR, 2024)

Efficient MedSAMs: Segment Anything in Medical Images on Laptop. - Jun Ma 016; Feifei Li 010; Sumin Kim; Reza Asakereh; Bao-Hiep Le; Dang-Khoa Nguyen-Vu; Alexander Pfefferle; Muxin Wei; Ruochen Gao; Donghang Lyu; Songxiao Yang; Lennart Purucker; et al. (CoRR, 2024)

Decoupling state of urban development and carbon emissions and its driving factors and predictions: A case study of Chengdu metropolitan area. - Min Xu; Xin Yang 009; Linglong Deng; Xiang Liao; Zhensheng Niu; Lina Hao (Ecol. Informatics, 2024)

Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound. - Xin Yang 009; Lian Liu; Zhongnuo Yan; Junxuan Yu; Xindi Hu; Xuejuan Yu; Caixia Dong; Ju Chen; Hongmei Liu; Zhuan Yu; Xuedong Deng; Dong Ni 001; et al. (Medical Image Anal., 2024)

PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. - Rushuang Zhou; Zhiguo Zhang 001; Hong Fu; Li Zhang 041; Linling Li; Gan Huang; Fali Li; Xin Yang 009; Yining Dong; Yuan-Ting Zhang; Zhen Liang (IEEE Trans. Affect. Comput., 2024)

FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound. - Chaoyu Chen; Xin Yang 009; Yuhao Huang 001; Wenlong Shi; Yan Cao 002; Mingyuan Luo; Xindi Hu; Lei Zhu 003; Lequan Yu; Kejuan Yue; Yuanji Zhang; Yi Xiong 001; et al. (Medical Image Anal., 2024)

Segment anything model for medical images? - Yuhao Huang 001; Xin Yang 009; Lian Liu; Han Zhou; Ao Chang; Xinrui Zhou; Rusi Chen; Junxuan Yu; Jiongquan Chen; Chaoyu Chen; Sijing Liu; Haozhe Chi; et al. (Medical Image Anal., 2024)

Enhancing fetal ultrasound image quality assessment with multi-scale fusion and clustering-based optimization. - Chaoyu Chen; Yuhao Huang 001; Xin Yang 009; Xindi Hu; Yuanji Zhang; Tao Tan 002; Wufeng Xue; Dong Ni 001 (Biomed. Signal Process. Control., 2025)

Standard plane localization using denoising diffusion model with multi-scale guidance. - Haoran Dou; Yuhao Huang 001; Yunzhi Huang; Xin Yang 009; Chaojiong Zhen; Yuanji Zhang; Yi Xiong 001; Weijun Huang; Dong Ni 001 (Comput. Methods Programs Biomed., 2025)

FetalFlex: Anatomy-guided diffusion model for flexible control on fetal ultrasound image synthesis. - Yaofei Duan; Tao Tan 002; Zhiyuan Zhu; Yuhao Huang 001; Yuanji Zhang; Rui Gao; Patrick Cheong-Iao Pang; Xinru Gao; Guowei Tao; Xiang Cong; Zhou Li; Lianying Liang; et al. (Medical Image Anal., 2025)

An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization. - Zehui Lin; Shuo Li 001; Shanshan Wang; Zhifan Gao; Yue Sun; Chan-Tong Lam; Xindi Hu; Xin Yang 009; Dong Ni 001; Tao Tan 002 (Medical Image Anal., 2025)

Enhancing lesion detection in automated breast ultrasound using unsupervised multi-view contrastive learning with 3D DETR. - Xing Tao; Yan Cao 002; Yanhui Jiang; Xiaoxi Wu; Dan Yan; Wen Xue; Shulian Zhuang; Xin Yang 009; Ruobing Huang; Jianxing Zhang; Dong Ni 001 (Medical Image Anal., 2025)

P2ED: A four-quadrant framework for progressive prompt enhancement in 3D interactive medical imaging segmentation. - Ao Chang; Xing Tao; Yuhao Huang 001; Xin Yang 009; Jiajun Zeng; Xinrui Zhou; Ruobing Huang; Dong Ni 001 (Neural Networks, 2025)

Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound. - Yuhao Huang 001; Ao Chang; Haoran Dou; Xing Tao; Xinrui Zhou; Yan Cao 002; Ruobing Huang; Alejandro F. Frangi; Lingyun Bao; Xin Yang 009; Dong Ni 001 (CoRR, 2025)

MoNetV2: Enhanced Motion Network for Freehand 3D Ultrasound Reconstruction. - Mingyuan Luo; Xin Yang 009; Zhongnuo Yan; Yan Cao 002; Yuanji Zhang; Xindi Hu; Jin Wang; Haoxuan Ding; Wei Han; Litao Sun; Dong Ni 001 (CoRR, 2025)

TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker. - Qi Li 030; Shaheer U. Saeed; Yuliang Huang; Mingyuan Luo; Zhongnuo Yan; Jiongquan Chen; Xin Yang 009; Dong Ni 001; Nektarios Winter; Phuc Nguyen; Lucas Steinberger; Caelan Haney; et al. (CoRR, 2025)

Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound. - Zhiyuan Zhu; Jian Wang 099; Yong Jiang; Tong Han; Yuhao Huang 001; Ang Zhang; Kaiwen Yang; Mingyuan Luo; Zhe Liu; Yaofei Duan; Dong Ni 001; Tianhong Tang; et al. (CoRR, 2025)

UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound. - Junxuan Yu; Yaofei Duan; Yuhao Huang 001; Yuchen Wang; Rongbo Ling; Weihao Luo; Ang Zhang; Jingxian Xu; Qiongying Ni; Yongsong Zhou; Binghan Li; Haoran Dou; et al. (CoRR, 2025)

Uncertainty-aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound. - Yuhao Huang 001; Yueyue Xu; Haoran Dou; Jiaxiao Deng; Xin Yang 009; Hongyu Zheng; Dong Ni 001 (CoRR, 2025)

MReg: A Novel Regression Model with MoE-based Video Feature Mining for Mitral Regurgitation Diagnosis. - Zhe Liu; Yuhao Huang 001; Lian Liu; Chengrui Zhang; Haotian Lin 009; Tong Han; Zhiyuan Zhu; Yanlin Chen; Yuerui Chen; Dong Ni 001; Zhongshan Gou; Xin Yang 009 (CoRR, 2025)

Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound. - Jian Wang 099; Qiongying Ni; Hongkui Yu; Ruixuan Yao; Jinqiao Ying; Bin Zhang; Xingyi Yang; Jin Peng; Jiongquan Chen; Junxuan Yu; Wenlong Shi; Chaoyu Chen; et al. (CoRR, 2025)

ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis. - Yaofei Duan; Yuhao Huang 001; Xin Yang 009; Luyi Han; Xinyu Xie; Zhiyuan Zhu; Ping He; Ka-Hou Chan; Ligang Cui; Sio Kei Im; Dong Ni 001; Tao Tan 002 (CoRR, 2025)

MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentationin 4D Ultrasound. - Rusi Chen; Yuanting Yang; Jiezhi Yao; Hongning Song; Ji Zhang; Yongsong Zhou; Yuhao Huang 001; Ronghao Yang; Dan Jia; Yuhan Zhang; Xing Tao; Haoran Dou; et al. (CoRR, 2025)

Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal Ultrasound. - Huanwen Liang; Jingxian Xu; Yuanji Zhang; Yuhao Huang 001; Yuhan Zhang; Xin Yang 009; Ran Li; Xuedong Deng; Yanjun Liu; Guowei Tao; Yun Wu; Sheng Zhao; et al. (CoRR, 2025)

M2DAO-Talker: Harmonizing Multi-granular Motion Decoupling and Alternating Optimization for Talking-head Generation. - Kui Jiang; Shiyu Liu; Junjun Jiang; Xin Yang 009; Hongxun Yao; Xiaopeng Fan (CoRR, 2025)