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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models. - Xinrui Zhou; Yuhao Huang 001; Wufeng Xue; Haoran Dou; Jun Cheng 006; Han Zhou; 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)

Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification. - Xinrui Zhou; Yuhao Huang 001; Haoran Dou; Shijing Chen; Ao Chang; Jia Liu; Weiran Long; Jian Zheng; Erjiao Xu; Jie Ren; Ruobing Huang; Jun Cheng 006; et al. (CoRR, 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)

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)

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)

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)

Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound. - Shijing Chen; Xinrui Zhou; Yuhao Wang; Yuhao Huang 001; Ao Chang; Dong Ni 001; Ruobing Huang (CoRR, 2025)