百晓学者学者目录

倪东

副教授、助理教授、博士生导师、博导、教授、硕士生导师、讲师,深圳大学

精选作品

期刊论文

2026

FAA-Net: Fetal abdominal anomaly diagnosis in prenatal ultrasound via LLM-enhanced multi-instance learning

Huan-Lian Liang, Yuanji Zhang, Xi-Liang Zhu, Yu-Hao Huang, Xiaoying Du, Si-Ying Liang, Jing-Xian Xu, Yuhang Zhang, Changqing Sheng, Yanjun Liu, Yun-cheng Wu, Sheng Zhao, Guowei Tao, Xue-Dong Deng, Xinru Gao, Yanfeng Zhou, Dong Ni

Medical Image Anal.

2026

Automated measurement and diagnosis of fetal ventriculomegaly in ultrasound using deep learning

Xiao-Mei Tang, Huan-Lian Liang, Xi-Liang Zhu, Si-Ying Liang, Meng-Qin Yuan, Liu Wei, Wei-Lin Liu, Xiao-Xi Li, Si-Lin Liao, Shi-Ying Zheng, Yue-Yue Xu, Dong Ni, Hong-Yu Zheng

BMC Medical Imaging

2026

AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

Jian Wang, Yang Yang, Zi-Heng Pan, Xi-Liang Zhu, Yuhang Zhang, Yanfeng Zhou, Dong Ni

arXiv.org

2026

FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection

Rusi Chen, Y Huang, Hongyuan Zhang, Chao Tian, Shunan Ji, Yuhan Zhang, Dong Ni

Lecture notes in computer science

2026

Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound

Huan-Lian Liang, Yu-Hao Huang, Xi-Liang Zhu, Yuanji Zhang, Xue-Dong Deng, Xinru Gao, Guowei Tao, Yuhang Zhang, Dong Ni

arXiv.org

2026

Foundation Model-driven Key Anatomy Frame Selection for Blind-sweep Ultrasound Fetal Birth Weight Estimation

Le Ou, Xi-Liang Zhu, Huan-Lian Liang, W. Pan, Yu-Hao Huang, Yuxiang Deng, Xuan Sheng, Hong Yin, Ju-Hua Xiao, Xin Zhou, Dong Ni

arXiv.org

2026

OnUVS: An Online Motion Transfer Framework With Content-Texture Decoupling for High-Fidelity Ultrasound Video Synthesis

Han Zhou, Rusi Chen, Xin Yang, Ao Chang, Junxuan Yu, Yuhao Huang, Ruobing Huang, Xinrui Zhou, Luping Zhou, Jiamin Liang, Haoran Dou, Yongsong Zhou, Lian Liu, Mengyun Qiao, Deng-Ping Fan, Hongkui Yu, Dong Ni, Zhongshan Gou

IEEE Journal of Biomedical and Health Informatics

2026

Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification

Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Alejandro Federico Frangi, Ruobing Huang, Jun Cheng, Xiaomeng Li, Wufeng Xue, Dong Ni

International Journal of Computer Vision

2026

Artificial intelligence for detecting fetal orofacial clefts and advancing medical education

Yuanji Zhang, Y Huang, Haoran Dou, Xiliang Zhu, Chen Ling, Zha Yang, Libing Liang, Jiuping Li, Siying Liang, Rui Li, Yan Cao, Yuhan Zhang, Jiewei Lai, Yongsong Zhou, Hongyu Zheng, Xia Gao, Cheng Yu, Liling Shi, Mengqin Yuan, LI Hong-long, Xiaoqiong Huang, Chaoyu Chen, Jialin Zhang, Wenxiong Pan, Alejandro Federico Frangi, Guangzhi He, Xin Yang, Yi Xiong, Linliang Yin, Xuedong Deng, Dong Ni

Nature Communications

2026

IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry

Jieyun Bai, Yitong Tang, Xiao Liu, Jiale Hu, Y D Li, Xufan Chen, Y. T. Wang, Chen Ma, Yunshu Li, Bowen Guo, Jing Jiao, Yi Huang, Kun Wang, Li Lifei, YuZhang Ma, Xiaoxin Han, Haochen Shao, Zi Yang, Qingchen Liu, Yuchen Hu, Jingfan Kuang, Shanglin Song, Anirvan Krishna, Zaid Ahmed Khan, Zelan Li, Zhengyang Zhang, Hansen Zhang, Yan Cheng, Xuezhi Zhang, Xi Chen, Hao Yan, Lyuyang Tong, Bo Du, Bo Deng, Yu Chen, Zilun Peng, Saeid Rezaei, Jie Gan, Weidong Cai, Fangyijie Wang, Kathleen M. Curran, Guénolé Silvestre, Isaac L. Khobo, Yaosheng Lu, Dong Ni, Yuxin Huang, Mohammad Yaqub, Jun Ma, Karim Lekadir, Shuo Li

Medical Image Analysis

2026

Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Yuhan Zhang, Xi Wang, Mingchao Li, Xiao Ma, Wufeng Xue, Dong Ni

Lecture notes in computer science

2025

UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound

Junxuan Yu, Yaofei Duan, Yuhao Huang, Yu Wang, Rongbo Ling, Weihao Luo, Ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, Zhifeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan, Dong Ni, Zhongshan Gou, Xin Yang

Lecture notes in computer science

2025

FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis

Yaofei Duan, Tao Tan, Zhiyuan Zhu, Yu-Hao Huang, Yuanji Zhang, Rui Gao, P. Pang, Xinru Gao, Guowei Tao, X. Cong, Zhou Li, Lianying Liang, Guangzhi He, L. Yin, Xue-Dong Deng, Xin Yang, Dong Ni

Medical Image Anal.

2025

MReg: A Novel Regression Model with MoE-Based Video Feature Mining for Mitral Regurgitation Diagnosis

Zhe Liu, Yuhao Huang, Lian Liu, Chengrui Zhang, Haotian Lin, Tong Han, Zhiyuan Zhu, Yanlin Chen, Ruiyue Chen, Dong Ni, Zhongshan Gou, Xin Yang

Lecture notes in computer science

2025

CLP-Net: an advanced artificial intelligence technique for localizing standard planes of cleft lip and palate by three-dimensional ultrasound in the first trimester

Guangzhi He, Zhou Li, Zhiyuan Zhu, Tong Han, Yan Cao, Chaoyu Chen, Yu-Hao Huang, Haoran Dou, Lianying Liang, Fangmei Zhang, Jin Peng, Tao Tan, Hongmei Liu, Xin Yang, Dong Ni

BMC Pregnancy and Childbirth

2025

Uncertainty-Aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound

Yuhao Huang, Yueyue Xu, Haoran Dou, J.C. Deng, Xin Yang, Hongyu Zheng, Dong Ni

Lecture notes in computer science

2025

Deep learning algorithms for identifying developmental dysplasia of the hip based on sonographic images: a retrospective, prospective, multicenter study in China

N. Xu, T. han, Bing-Xuan Huang, Wei Fan, Xiping Chen, Miaochan Zhu, Li-Li Miao, Yu-Hao Huang, Zhiyuan Zhu, Li-Li Tong, Liang Chen, Jinqiao Liu, Shan Lin, L. Nie, Chuanlin Liu, Jun Gao, Xiang-Wen Zhan, Lin Lin, M. Meng, Shanshan Xu, Y. Wang, Honglan Peng, Xuanfan Hu, Ziyi Cao, Zongyu Zhang, Dejuan Kong, Tao Feng, Dong Ni, Xin Yang, Lu-Yao Zhou

EClinicalMedicine

2025

Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound

Zhiyuan Zhu, Jian Wang, Yong Jiang, Tong Han, Yuhao Huang, Ang Zhang, Kaiwen Yang, Mingyuan Luo, Zhe Liu, Yaofei Duan, Dong Ni, Tianhong Tang, Xin Yang

Lecture notes in computer science

2025

Effectiveness and clinical impact of using deep learning for first-trimester fetal ultrasound image quality auditing

Xiaoyan Cao, Bing-Han Li, Yongsong Zhou, Yan Cao, Xin Yang, Xindi Hu, Chaoyu Chen, Shao-Kao Zhu, Hengli Lin, Tao Wang, Yu Yan, Tao Tan, Lin Wang, Dong Ni

BMC Pregnancy and Childbirth

2025

Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal Ultrasound

Huan-Lian Liang, Jing-Xian Xu, Yuanji Zhang, Yu-Hao Huang, Yuhang Zhang, Xin Yang, Ran Li, Xue-Dong Deng, Yanjun Liu, Guowei Tao, Yun Wu, Sheng Zhao, Xinru Gao, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2025

Clinical Application of an AI-Driven Framework for Accurate Endometrial Thickness Measurement in Transvaginal Ultrasound.

Yi-Bin Wu, Qiongying Ni, Jiongquan Chen, Jin-Hui Xu, Bing-Han Li, Hao Lin, He Sui, Can-Ming Jiang, Jiong-Jun He, Hai-Fang Kang, Min Lu, Dong Ni, Xin Yang, Xiang-Ran Cai

Ultrasound in Medicine and Biology

2025

Human‒machine interaction based on real-time explainable deep learning for higher accurate grading of carotid stenosis from transverse B-mode scan videos.

Jia Liu, Xinrui Zhou, Hui Lin, Yuhao Huang, Jian Zheng, Erjiao Xu, Hongye Li, Min Zhong, Xin Yang, Xindi Hu, Xue Lu, Dong Ni, Jie Ren

European Journal of Radiology

2025

Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound

Jian Wang, Qiongying Ni, Hongkui Yu, Ruixuan Yao, Jinqiao Ying, Bin Zhang, Xing Yang, Xingyi Yang, Jin Peng, Jiongquan Chen, Junxuan Yu, Wenlong Shi, Chao-Yu Chen, Zhongnuo Yan, Mingyuan Luo, Gaocheng Cai, Dong Ni, Jing Lu, Xin Yang, Xin Yang

Lecture notes in computer science

2025

Enhancing fetal ultrasound image quality assessment with multi-scale fusion and clustering-based optimization

Chaoyu Chen, Yu-Hao Huang, Xin Yang, Xindi Hu, Yuanji Zhang, Tao Tan, Wufeng Xue, Dong Ni

Biomedical Signal Processing and Control

2025

Comparative study of 2D vs. 3D AI-enhanced ultrasound for fetal crown-rump length evaluation in the first trimester

Yuanji Zhang, Yu-Hao Huang, Chaoyu Chen, Xin-Qun Hu, W. Pan, Huanjia Luo, Yan-Kai Huang, Hai-Xia Wang, Yan Cao, Y. Yi, Yi Xiong, Dong Ni

BMC Pregnancy and Childbirth

2025

MoNetV2: Enhanced Motion Network for Freehand 3-D Ultrasound Reconstruction

Mingyuan Luo, Xin Yang, Zhongnuo Yan, Yan Cao, Yuanji Zhang, Xindi Hu, Jin Wang, Hao Ding, W. Han, Li-Tao Sun, Dong Ni

IEEE Transactions on Neural Networks and Learning Systems

2025

TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker

Qi Li, Shaheer U. Saeed, Yuliang Huang, Mingyuan Luo, Zhongnuo Yan, Jiongquan Chen, Xin Yang, Dong Ni, Nektarios Winter, Phuc Nguyen, Lucas Steinberger, C. Haney, Yuan Zhao, M. Jiang, Bo-Wen Ren, SiYeoul Lee, Seonho Kim, Minkyung Seo, Minwoo Kim, Yi-Meng Dou, Zhiwei Zhang, Yin Li, Tomy Varghese, D. Barratt, Matthew J. Clarkson, Tom Vercauteren, Yi-Peng Hu

arXiv.org

2025

Diagnostic Performance of Universal-Learning Ultrasound AI Across Multiple Organs and Tasks: the UUSIC25 Challenge

Zehui Lin, Lu-Yi Han, Xin Wang, Ying Zhou, Yan-Ming Zhang, Tian-Yu Zhang, Lingyun Bao, Jia-Rui Zhou, Yue Sun, Jie-Yun Bai, Shuo Li, Shan-Dong Wu, Dong Ni, Ritse Mann, Wendie A. Berg, Dong Xu, Tao Tan, The Consortium

arXiv.org

2025

MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D Ultrasound

Rusi Chen, Yuanting Yang, Jiezhi Yao, Hongning Song, Ji Zhang, Yongsong Zhou, Yuhao Huang, Ronghao Yang, Dan Ping Jia, Yuhan Zhang, Tao Xing, Haoran Dou, Qing Zhong Zhou, Xin Yang, Dong Ni

Lecture notes in computer science

2025

ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound Diagnosis

Yaofei Duan, Yuhao Huang, Xin Yang, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka‐Hou Chan, Ligang Cui, Sio‐Kei Im, Dong Ni, Tao Tan

Lecture notes in computer science

2025

Standard plane localization using denoising diffusion model with multi-scale guidance

Haoran Dou, Yu-Hao Huang, Yunzhi Huang, Xin Yang, Chao-Jiong Zhen, Yuanji Zhang, Yi Xiong, Weijun Huang, Dong Ni

Comput. Methods Programs Biomed.

2025

EchoONE: Segmenting Multiple echocardiography Planes in One Model

Juanmei Hu, Wufeng Xue, Jun Cheng, Yingying Liu, Wei Zhuo, Dong Ni

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

2025

Salient Region Matching for Fully Automated MR-TRUS Registration

Zetian Feng, Dong Ni, Yi Wang

IEEE International Symposium on Biomedical Imaging (ISBI)

2025

3D Heart Reconstruction from Sparse Pose-Agnostic 2D Echocardiographic Slices

Zhurong Chen, Jinhua Chen, Wei Zhuo, Wufeng Xue, Dong Ni

Lecture notes in computer science

2025

Subtyping Breast Lesions via Generative Augmentation Based Long-Tailed Recognition in Ultrasound

Shijing Chen, Xinrui Zhou, Yuhao Wang, Yuhao Huang, Ao Chang, Dong Ni, Ruobing Huang

Lecture notes in computer science

2025

Flip Learning: Weakly supervised erase to segment nodules in breast ultrasound

Yuhao Huang, Ao Chang, Haoran Dou, Tao Xing, Xinrui Zhou, Yan Cao, Ruobing Huang, Alejandro Federico Frangi, Lingyun Bao, Xin Yang, Dong Ni

Medical Image Analysis

2025

Deep learning approach for screening neonatal cerebral lesions on ultrasound in China

Zongtong Lin, Haoming Zhang, Xingxing Duan, Yan Bai, Jian Wang, Qianhong Liang, Jingran Zhou, Fusui Xie, Zhen Shentu, Ruobing Huang, Yayan Chen, Hongkui Yu, Zongjie Weng, Dong Ni, Lei Liu, Luyao Zhou

Nature Communications

2025

Artificial Intelligence in Breast US Diagnosis and Report Generation

Jian Wang, Hongtian Tian, Xin Yang, Huaiyu Wu, Xiliang Zhu, Rusi Chen, Ao Chang, YanLin Chen, Haoran Dou, Ruobing Huang, Jun Cheng, Yongsong Zhou, Rui Gao, Keen Yang, Guoqiu Li, Jing Chen, Dong Ni, Jinfeng Xu, Ning Gu, Fajin Dong

Radiology Artificial Intelligence

2025

Deep Learning Model for Real-Time Nuchal Translucency Assessment at Prenatal US

Yuanji Zhang, Xin Yang, Chunya Ji, Xindi Hu, Yan Cao, Chaoyu Chen, He Sui, Binghan Li, Chaojiong Zhen, Weijun Huang, Xuedong Deng, Linliang Yin, Dong Ni

Radiology Artificial Intelligence

2025

Subtyping breast lesions via collective intelligence based long-tailed recognition in ultrasound

Ruobing Huang, Yinyu Ye, Ao Chang, Han Huang, Zijie Zheng, Long Tan, Guoxue Tang, Man Luo, Man Luo, Xiuwen Yi, Pan Liu, Jiayi Wu, Baoming Luo, Dong Ni

Medical Image Analysis

2025

Enhancing lesion detection in automated breast ultrasound using unsupervised multi-view contrastive learning with 3D DETR

Tao Xing, Yan Cao, Yanhui Jiang, Xiaoxi Wu, Dan Yan, Wen Xue, Shulian Zhuang, Xin Yang, Ruobing Huang, Jianxing Zhang, Dong Ni

Medical Image Analysis

2025

Corrigendum to “PSFHS challenge report: pubic symphysis and fetal head segmentation from intrapartum ultrasound images” [Medical Image Analysis 99 (2025),103353]

Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Koehler, Raphael Stock, Klaus Hermann Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guenole C. M. Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir

Medical Image Analysis

2025

An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization

Zehui Lin, Shuo Li, Shanshan Wang, Zhifan Gao, Yue Sun, Chan–Tong Lam, Xindi C. Hu, Xin She Yang, Dong Ni, Tao Tan

Medical Image Analysis

2025

Cross-domain dynamic routing decoders for multi-domain generalization in ultrasound imaging

Zihang Wu, Yaofei Duan, Yue Sun, Rui Gao, Dong Ni, Wei Ke, Jun Li, Tao Tan

Quantitative Imaging in Medicine and Surgery

2025

Ultrasound radiomics and deep learning for predicting antral follicle count and anti-Müllerian hormone

Jinwei Zhang, Shangqing Liu, Shuang Liu, Rong Yue, Chunyan Zhong, Dong Ni, Suzhen Ran

Scientific Reports

2025

Panoramic Ultrasound Video Analysis for Carpal Tunnel Syndrome: Unified Mamba-Based Segmentation and Multimodal Spatiotemporal Diagnostic Reasoning

Shijing Chen, Sijing Liu, Jiajun Zeng, Xinrui Zhou, Jiayu Peng, Zhenzhou Li, Ruobing Huang, Dong Ni

IEEE Transactions on Circuits and Systems for Video Technology

2025

Multi-view fusion network with test time augmentation for cardiac image segmentation and ejection fraction estimation

Waqas Anwaar, Van Manh, Wufeng Xue, Dong Ni

Results in Engineering

2025

Echocardiographic video-driven multi-task learning model for coronary artery disease diagnosis and severity grading

Ying Guo, Yuhan Cai, Tao Xu, Xin-Yang Song, Hongxia Guo, Min Dong, Dong Ni, Hui Li, Fang Wang, Wufeng Xue

Frontiers in Bioengineering and Biotechnology

2025

A multimodal deep learning model for early prediction of pancreatic cancer progression.

Shuxiang Huang, Qiuxia Yang, Yize Mao, Yulong Han, Dong Luo, Dong Ni, Tao Qin, Jun Cheng

Journal of Clinical Oncology

2025

Evaluation of pancreatic cancer fibrosis based on CT images and its association with chemotherapy efficacy: A multicenter study.

Yulong Han, Qiuxia Yang, Yize Mao, Shuxiang Huang, Dong Luo, Dong Ni, Jun Cheng

Journal of Clinical Oncology

2025

Formal validation of a deep learning-based automated interpretation system for cardiac structure and function in adult echocardiography

Guijuan Peng, Rongbo Ling, Xiaohua Liu, Qian Liu, Xiaofang Zhong, Yuanyuan Sheng, Yingqi Zheng, Shuyu Luo, Yumei Yang, Xiaoxuan Lin, Keming Tang, Jialan Zheng, Lixin Chen, Dong Ni, Jinfeng Xu, Yingying Liu, Wufeng Xue

Quantitative Imaging in Medicine and Surgery

2025

Deep learning framework for interpretable quality control of echocardiography video

Liwei Du, Wufeng Xue, Zhanru Qi, Zhongqing Shi, Guanjun Guo, Xin Yang, Dong Ni, Jing Yao

Medical Physics

2025

Noninvasive Computed Tomography-Based Quantification of Tumor Fibrosis Predicts Pancreatic Cancer Response to Gemcitabine/Nab-Paclitaxel

Qiuxia Yang, Yize Mao, Yulong Han, Kailai Li, Wanming Hu, Jianyao Zhou, Xuejun Gong, Shuxiang Huang, Rong Zhang, Lizhi Liu, Ningning Niu, Yixiong Li, Liandong Ji, Xiaoping Yi, Wufeng Xue, Dong Ni, Wenjun Mao, Peng Luo, Dong Luo, Jun Cheng

Research

2025

A Self-distillation Bi-atrial Segmentation Network for Cardiac MRI

Waqas Anwaar, Van Manh, Juanmei Hu, Zhurong Chen, Wufeng Xue, Dong Ni

Lecture notes in computer science

2024

Recurrent feature propagation and edge skip-connections for automatic abdominal organ segmentation

Zefan Yang, Di Lin, Dong Ni, Yi Wang

Expert Systems With Applications,Vol. 249

2024

Non-iterative scribble-supervised learning with pacing pseudo-masks for medical image segmentation

Zefan Yang, Di Lin, Dong Ni, Yi Wang

Expert Systems With Applications,Vol. 238

2024

声像图质量对人工智能辅助诊断系统与人工测量发育性髋关节发育不良患儿生物学指标一致性的影响

张双双,陈笑一,石伟,王紫艺,韩童,杨鑫,倪东,黄兵旋,吴志霞,许娜

《中国医学影像技术》

2024

Assessment of left ventricular ejection fraction in artificial intelligence based on left ventricular opacification

Ye Zhu, Zisang Zhang, Junqiang Ma, Yiwei Zhang, Shuangshuang Zhu, Manwei Liu, Ziming Zhang, Chun Wu, Chunyan Xu, Anjun Wu, Chenchen Sun, Xin Yang, Yonghuai Wang, Chunyan Ma, Jun Cheng, Dong Ni, Jing Wang, Mingxing Xie, Wufeng Xue, Li Zhang

Digital Health,Vol. 10

2024

An Intelligent Quantification System for Fetal Heart Rhythm Assessment: A Multi-Center Prospective Study.

Xin Yang, Xiaoqiong Huang, Chenchen Wei, Junxuan Yu, Xuejuan Yu, Caixia Dong, Ju Chen, Ruifeng Chen, Xiafang Wu, Zhuan Yu, Bao-Juan Sun, Junli Wang, Hongmei Liu, Wen Han, Billings Sun, Zhiyong Jiang, Jie Ding, Zhe Liu, Jin Peng, Dong Ni, Xue-Dong Deng, Lian Liu, Z. Gou

Heart Rhythm

2024

Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound

Xin Yang, Lian Liu, Zhongnuo Yan, Junxuan Yu, Xindi Hu, Xuejuan Yu, Caixia Dong, Ju Chen, Hongmei Liu, Zhuan Yu, Xue-Dong Deng, Dong Ni, Z. Gou, Xiaoqiong Huang

Medical Image Anal.

2024

Robust Box Prompt Based SAM for Medical Image Segmentation

Yuhao Huang, Xin Yang, Han Zhou, Yan Wei Cao, Haoran Dou, Fajin Dong, Dong Ni

Lecture notes in computer science

2024

A novel artificial intelligence model for measuring fetal intracranial markers during the first trimester based on two‐dimensional ultrasound image

Lingling Sun, Junxuan Yu, Jiezhi Yao, Yan Cao, N. Sun, Ke Chen, Yujia Lin, C. Ji, Jun Zhang, C. Ling, Zhong Yang, Q. Pan, Ronghao Yang, Xin Yang, Dong Ni, L. Yin, Xue-Dong Deng

International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics

2024

Mitral Regurgitation Recogniton Based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification

Zhe Liu, Xiliang Zhu, Tong Han, Yuhao Huang, Jian Wang, Lian Liu, Fang Wang, Dong Ni, Zhongshan Gou, Xin Yang

Lecture notes in computer science

2024

UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation

Zehui Lin, Zhuo-Neng Zhang, Xindi Hu, Zhifan Gao, Xin Yang, Yue Sun, Dong Ni, Tao Tan

IEEE International Conference on Bioinformatics and Biomedicine

2024

Fine-Grained Context and Multi-modal Alignment for Freehand 3D Ultrasound Reconstruction

Zhongnuo Yan, Xin Yang, Mingyuan Luo, Jiongquan Chen, Rusi Chen, Lian Liu, Dong Ni

Lecture notes in computer science

2024

A foundation model unlocks unified biomedical image analysis

Yu-Hao Huang, Haoran Dou, Dong Ni

Nature Methods

2024

Artificial intelligence assistance for fetal development: evaluation of an automated software for biometry measurements in the mid-trimester

Xue-Song Han, Junxuan Yu, Xin Yang, Chaoyu Chen, Han Zhou, C. Qiu, Yan Cao, Tianjing Zhang, Meiran Peng, Guiyao Zhu, Dong Ni, Yuanji Zhang, Nana Liu

BMC Pregnancy and Childbirth

2024

Deep Learning-Assisted Two-Dimensional Transperineal Ultrasound for Analyzing Bladder Neck Motion in Women With Stress Urinary Incontinence.

Jin Wang, Xin Yang, Yinnan Wu, Yanqing Peng, Yan Zou, Xiduo Lu, Shuang-Xi Chen, Xiaoyi Pan, Dong Ni, Li-Tao Sun

American Journal of Obstetrics and Gynecology

2024

Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation

Junxuan Yu, Rusi Chen, Yongsong Zhou, Yanlin Chen, Yaofei Duan, Yuhao Huang, Han Zhou, Tao Tan, Xin Yang, Dong Ni

Lecture notes in computer science

2024

Recursive Deformable Pyramid Network for Unsupervised Medical Image Registration

Hai-qun Wang, Dong Ni, Yi Wang

IEEE Transactions on Medical Imaging

2024

Fully Automated Localization and Measurement of Levator Hiatus Dimensions Using 3-D Pelvic Floor Ultrasound.

Zhijie Guo, Xiduo Lu, Jiezhi Yao, Yongsong Zhou, Chaoyu Chen, Jiongquan Chen, Danling Yang, Yan Cao, Wei Zheng, Xin Yang, Dong Ni

Ultrasound in Medicine and Biology

2024

Is Two-Shot All You Need? A Label-Efficient Approach for Video Segmentation in Breast Ultrasound

Jiajun Zeng, Dong Ni, Ruobing Huang

IEEE International Symposium on Biomedical Imaging (ISBI)

2024

A Foundation Model for General Moving Object Segmentation in Medical Images

Zhongnuo Yan, Tong Han, Yuhao Huang, Lian Liu, Han Zhou, Jiongquan Chen, Wenlong Shi, Yan Wei Cao, Xin Yang, Dong Ni

IEEE International Symposium on Biomedical Imaging (ISBI)

2024

A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound

Haiqiao Wang, Hong Wu, Zhuoyuan Wang, Peiyan Yue, Dong Ni, Pheng‐Ann Heng, Yi Wang

Ultrasound in Medicine & Biology

2024

HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models

Xinrui Zhou, Yuhao Huang, Wufeng Xue, Haoran Dou, Jun Cheng, Han Zhou, Dong Ni

Lecture notes in computer science

2024

Triaug: Out-Of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound

Yinyu Ye, Shijing Chen, Dong Ni, Ruobing Huang

IEEE International Symposium on Biomedical Imaging (ISBI)

2024

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training

Jian Wang, Xin Yang, Xiaohong Jia, Wufeng Xue, Rusi Chen, Yanlin Chen, Xiliang Zhu, Lian Liu, Yan Cao, Jianqiao Zhou, Dong Ni, Ning Gu

Computers in Biology and Medicine

2024

PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images

Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Koehler, Raphael Stock, Klaus Hermann Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guenole C. M. Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir

Medical Image Analysis

2024

EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation

Ao Chang, Jiajun Zeng, Ruobing Huang, Dong Ni

Lecture notes in computer science

2024

Biopsy or Follow-up: AI Improves the Clinical Strategy of US BI-RADS 4A Breast Nodules Using a Convolutional Neural Network

Mei Yi, Yue Lin, Zehui Lin, Ziting Xu, Lian Li, Ruobing Huang, Weijun Huang, Nannan Wang, Yanling Zuo, Nuo Li, Dong Ni, Yanyan Zhang, Yingjia Li

Clinical Breast Cancer

2024

An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss

Van Manh, Xiaohong Jia, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni

Computers in Biology and Medicine

2024

Multi-purposed diagnostic system for ovarian endometrioma using CNN and transformer networks in ultrasound

Yishuo Li, Baihua Zhao, Lieming Wen, Ruobing Huang, Dong Ni

Biomedical Signal Processing and Control

2024

Encoding matching criteria for cross‐domain deformable image registration

Zhuoyuan Wang, Haiqiao Wang, Dong Ni, Ming Tong Xu, Yi Wang

Medical Physics

2024

Feasibility validation of automatic diagnosis of mitral valve prolapse from multi-view echocardiographic sequences based on deep neural network

Zijian Wu, Zhenyi Ge, Zhengdan Ge, Yumeng Xing, Weipeng Zhao, Lili Dong, Yongshi Wang, Dehong Kong, Chunqiang Hu, Yixiu Liang, Haiyan Chen, Wufeng Xue, Cuizhen Pan, Dong Ni, Xianhong Shu

European Heart Journal - Imaging Methods and Practice

2023

全自动三维盆底超声测量肛提肌裂孔大小的临床应用

郭志洁,陈炯权,张元吉,杨丹玲,倪东,陆喜多

《中国医学影像学杂志》

2023

Segment Anything Model for Medical Images?

Yu-Hao Huang, Xin Yang, Lian Liu, Han Zhou, Ao Chang, Xinrui Zhou, RuSi Chen, Junxuan Yu, Jiongquan Chen, Chaoyu Chen, Si-Jing Liu, Hao-Zhe Chi, Xindi Hu, Ke-Juan Yue, Lei Li, V. Grau, Deng-Ping Fan, Fajin Dong, Dong Ni

Medical Image Anal.

2023

Instructive Feature Enhancement for Dichotomous Medical Image Segmentation

Lian Liu, Han Zhou, Jiongquan Chen, Sijing Liu, Wenlong Shi, Dong Ni, Deng-Ping Fan, Xin She Yang

Lecture notes in computer science

2023

MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis

Junyu Li, Han Huang, Dong Ni, Wufeng Xue, Dongmei Zhu, Jun Cheng

Lecture notes in computer science

2023

Inflated 3D Convolution-Transformer for Weakly-Supervised Carotid Stenosis Grading with Ultrasound Videos

Xinrui Zhou, Yuhao Huang, Wufeng Xue, Xin Yang, Yuxin Zou, Qilong Ying, Yuanji Zhang, Jia Liu, Jie Ren, Dong Ni

Lecture notes in computer science

2023

PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation

Ao Chang, Tao Xing, Xin Yang, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni

Lecture notes in computer science

2023

FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation

Chaoyu Chen, Xin Yang, Rusi Chen, Junxuan Yu, Liwei Du, Jian Wang, Xindi Hu, Yan Cao, Yingying Liu, Dong Ni

Lecture notes in computer science

2023

Hierarchical Agent-Based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video

Sijing Liu, Qilong Ying, Shuangchi He, Xin Yang, Dong Ni, Ruobing Huang

IEEE International Symposium on Biomedical Imaging (ISBI)

2023

Fourier Test-Time Adaptation with Multi-level Consistency for Robust Classification

Yuhao Huang, Xin Yang, Xiaoqiong Huang, Xinrui Zhou, Haozhe Chi, Haoran Dou, Xindi Hu, Jian Wang, Xuedong Deng, Dong Ni

Lecture notes in computer science

2023

Multi-IMU with Online Self-consistency for Freehand 3D Ultrasound Reconstruction

Mingyuan Luo, Xin Yang, Zhongnuo Yan, Junyu Li, Yuanji Zhang, Jiongquan Chen, Xindi Hu, Jikuan Qian, Jun Cheng, Dong Ni

Lecture notes in computer science

2023

RecON: Online learning for sensorless freehand 3D ultrasound reconstruction

Mingyuan Luo, Xin Yang, Hongzhang Wang, Haoran Dou, Xindi Hu, Yuhao Huang, Nishant Ravikumar, Songcheng Xu, Yuanji Zhang, Yi Xiong, Wufeng Xue, Alejandro Federico Frangi, Dong Ni, Litao Sun

Medical Image Analysis

2023

A modified U-net with graph representation for dose prediction in esophageal cancer radiotherapy plans

Yanlin Chen, Wei Yang, Jia-Yang Lu, Jinyan Sun, Linshang Rao, Huanmiao Zhao, Xun Peng, Dong Ni

Computerized Medical Imaging and Graphics

2023

A novel artificial intelligence model for fetal facial profile marker measurement during the first trimester

Chunya Ji, Kai Liu, Xin Yang, Yan Wei Cao, Xiaoju Cao, Qi Pan, Zhong Yang, Lingling Sun, Linliang Yin, Xuedong Deng, Dong Ni

BMC Pregnancy and Childbirth

2023

Ultrasound Molecular Imaging of Bladder Cancer via Extradomain B Fibronectin-Targeted Biosynthetic GVs

Yanan Feng, Yongsheng Hao, Yuanyuan Wang, Weijian Song, Shanxin Zhang, Dong Ni, Fei Yan, Litao Sun

International Journal of Nanomedicine

2023

Abdominal Ultrasonography After Transrectal Filling With Contrast Agents in Colorectal Cancer With Severely Stenotic Lesions

Yuan Zhong, Guo-Liang Jian, Qin-Xiang Li, Yanyan Xiao, Jieyi Ye, Qinxue Liu, Min-Ying Zhong, Dong Ni, Xiao‐Qing Pei, Weijun Huang

Ultrasound in Medicine & Biology

2023

Locating Multiple Standard Planes in First-Trimester Ultrasound Videos via the Detection and Scoring of Key Anatomical Structures

Chaojiong Zhen, Hongzhang Wang, Jun Cheng, Xin Yang, Chaoyu Chen, Xindi Hu, Yuanji Zhang, Yan Wei Cao, Dong Ni, Weijun Huang, Ping Wang

Ultrasound in Medicine & Biology

2023

Deep Learning Based Two-Dimensional Ultrasound for Follicle Monitoring in Infertility Patients

Xiaowen Liang, Fengyi Zeng, Hao-Ming Li, Yuewei Li, Yan Lin, Kuan Cai, Dong Ni, Zhiyi Chen

BIO Integration

2023

Mitral Regurgitation Quantification from Multi-channel Ultrasound Images via Deep Learning

Keming Tang, Zhenyi Ge, Rongbo Ling, Jun Cheng, Wufeng Xue, Cuizhen Pan, Xianhong Shu, Dong Ni

Lecture notes in computer science

2023

Test-time bi-directional adaptation between image and model for robust segmentation

Xiaoqiong Huang, Xin Yang, Haoran Dou, Yuhao Huang, Li Zhang, Zhendong Liu, Zhongnuo Yan, Lian Liu, Yuxin Zou, Xindi Hu, Rui Gao, Yuanji Zhang, Yi Xiong, Wufeng Xue, Dong Ni

Computer Methods and Programs in Biomedicine

2023

Wall Thickness Estimation from Short Axis Ultrasound Images via Temporal Compatible Deformation Learning

Ang Zhang, Guijuan Peng, Jialan Zheng, Jun Cheng, Xiaohua Liu, Qian Liu, Yuanyuan Sheng, Yingqi Zheng, Yumei Yang, Jie Deng, Yingying Liu, Wufeng Xue, Dong Ni

Lecture notes in computer science

2022

HASA: Hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound images

Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng

Expert Systems With Applications,Vol. 202

2022

基于3D-nnUnet的三维超声胎肺容积自动测量

王琳,曹艳,邓子微,胡炯通,梁嘉敏,曹晓焱,潘文雄,严玉玲,孙志伟,杨鑫,倪东

《深圳大学学报(理工版)》

2022

Application of Convolution Neural Network Algorithm Based on Multicenter ABUS Images in Breast Lesion Detection

Jian-Xing Zhang, Xing Tao, Yan-Hui Jiang, Xiaoxi Wu, D. Yan, W. Xue, Shu-Lian Zhuang, Ling Chen, Liang-ping Luo, Dong Ni

Frontiers in Oncology

2022

Co-learning of appearance and shape for precise ejection fraction estimation from echocardiographic sequences

Hongrong Wei, Junqiang Ma, Yongjin Zhou, Wufeng Xue, Dong Ni

Medical Image Anal.

2022

Boundary-rendering network for breast lesion segmentation in ultrasound images

Ruobing Huang, Mingrong Lin, Haoran Dou, Zehui Lin, Qilong Ying, Xiao-Hong Jia, Wenwen Xu, Zihan Mei, Xin Yang, Yi-Jie Dong, Jian-Qiao Zhou, Dong Ni

Medical Image Anal.

2022

Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation

Wufeng Xue, Heng Cao, Junqiang Ma, T. Bai, Tian-Fu Wang, Dong Ni

IEEE journal of biomedical and health informatics

2022

Online Reflective Learning for Robust Medical Image Segmentation

Yuhao Huang, Xin Yang, Xiaoqiong Huang, Jiamin Liang, Xinrui Zhou, Cheng Chen, Haoran Dou, Xindi C. Hu, Yan Cao, Dong Ni

Lecture notes in computer science

2022

Evaluation of oocyte maturity using artificial intelligence quantification of follicle volume biomarker by three-dimensional ultrasound.

Xiaowen Liang, Jiamin Liang, Fengyi Zeng, Yan Lin, Yue-Wei Li, Kuan Cai, Dong Ni, Zhiyi Chen

Reproductive Biomedicine Online

2022

Automatic view classification of contrast and non-contrast echocardiography

Ye Zhu, Junqiang Ma, Zi-Sang Zhang, Yiwei Zhang, Shuang-Shuang Zhu, Manwei Liu, Zi-Ming Zhang, Chun Wu, Xin Yang, Junda Cheng, Dong Ni, Ming-Xing Xie, Wufeng Xue, Li Zhang

Frontiers in Cardiovascular Medicine

2022

Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention

Wufeng Xue, Zejian Chen, Tian-Fu Wang, S. Li, Dong Ni

IEEE journal of biomedical and health informatics

2022

Multi-Attribute Attention Network for Interpretable Diagnosis of Thyroid Nodules in Ultrasound Images

Van Manh, Jianqiao Zhou, Xiaohong Jia, Zehui Lin, Wenwen Xu, Zihan Mei, Yijie Dong, Xin Yang, Ruobing Huang, Dong Ni

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control

2022

Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound

Yuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang, Jikuan Qian, Chaojiong Zhen, Xiao‐Dan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro Federico Frangi, Dong Ni

Lecture notes in computer science

2022

Personalized Diagnostic Tool for Thyroid Cancer Classification Using Multi-view Ultrasound

Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang

Lecture notes in computer science

2022

Weakly-Supervised High-Fidelity Ultrasound Video Synthesis with Feature Decoupling

Jiamin Liang, Xin Yang, Yuhao Huang, Kai Liu, Xinrui Zhou, Xindi C. Hu, Zehui Lin, Huanjia Luo, Yuanji Zhang, Yi Xiong, Dong Ni

Lecture notes in computer science

2022

Masked Video Modeling with Correlation-Aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound

Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo

Lecture notes in computer science

2022

Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis

Jiamin Liang, Xin Yang, Yuhao Huang, Haoming Li, Shuangchi He, Xindi C. Hu, Zejian Chen, Wufeng Xue, Jun Cheng, Dong Ni

Medical Image Analysis

2022

Extracting keyframes of breast ultrasound video using deep reinforcement learning

Ruobing Huang, Qilong Ying, Zehui Lin, Zijie Zheng, Long Tan, Guoxue Tang, Qi Zhang, Man Luo, Xiuwen Yi, Pan Liu, Weiwei Pan, Jiayi Wu, Baoming Luo, Dong Ni

Medical Image Analysis

2022

Deep learning based on carotid transverse B-mode scan videos for the diagnosis of carotid plaque: a prospective multicenter study

Jia Liu, Xinrui Zhou, Hui Zhi Lin, Xue Lu, Jian Zheng, Erjiao Xu, Dianhu Jiang, Hui Zhang, Xin Yang, Junlin Zhong, Xindi Hu, Yuhao Huang, Yanling Zhang, Jiamin Liang, Qin Liu, Min Zhong, Yuansen Chen, Huixiang Yan, Haowen Deng, Rongqin Zheng, Dong Ni, Jie Ren

European Radiology

2022

Artificial Intelligence‐Assisted Ultrasound Diagnosis on Infant Developmental Dysplasia of the Hip Under Constrained Computational Resources

Bingxuan Huang, Bei Xia, Jikuan Qian, Xinrui Zhou, Xu Zhou, Shengfeng Liu, Ao Chang, Zhongnuo Yan, Zijian Tang, Na Xu, Hongwei Tao, Xuezhi He, Wei Yu, Renfu Zhang, Ruobing Huang, Dong Ni, Xin Yang

Journal of Ultrasound in Medicine

2022

Dual-Modality Molecular Imaging of Tumor via Quantum Dots-Liposome–Microbubble Complexes

Jieqiong Wang, Yuanyuan Wang, Jie Jia, Chenxing Liu, Dong Ni, Litao Sun, Zhijie Guo

Pharmaceutics

2022

Deep learning predicts immune checkpoint inhibitor-related pneumonitis from pretreatment computed tomography images

Peixin Tan, Wei Huang, Lingling Wang, Guanhua Deng, Ye Yuan, Shili Qiu, Dong Ni, Shasha Du, Jun Cheng

Frontiers in Physiology

2022

Multimodal data analysis reveals that pancreatobiliary-type ampullary adenocarcinoma resembles pancreatic adenocarcinoma and differs from cholangiocarcinoma

Jun Cheng, Yize Mao, Wenhui Hong, Wanming Hu, Peng Shu, Kun Huang, Jingjing Yu, Maofen Jiang, Liqin Li, Wei Wang, Dong Ni, Shengping Li

Journal of Translational Medicine

2022

A two‐stage multiresolution neural network for automatic diagnosis of hepatic echinococcosis from ultrasound images: A multicenter study

Jun Cheng, Haixia Wang, Rui Li, Xiaomeng Li, Xu Zhou, Xin Yang, Yi Wang, Linfei Xiong, Haining Fan, Tianfu Wang, Mei Li, Dong Ni

Medical Physics

2022

Differentiation between immune checkpoint inhibitor‐related and radiation pneumonitis in lung cancer by CT radiomics and machine learning

Jun Cheng, Yi Pan, Wei Huang, Kun Huang, Yanhai Cui, Wenhui Hong, Lingling Wang, Dong Ni, Peixin Tan

Medical Physics

2022

Deep Motion Network for Freehand 3D Ultrasound Reconstruction

Mingyuan Luo, Xin Yan Yang, Hongzhang Wang, Liwei Du, Dong Ni

Lecture notes in computer science

2021

基于深度学习的人工智能测量婴儿非偏心型髋关节的研究

郭爽萍,倪东,尚宁,王丽敏,胡歆迪,吕栩再,梁永栋

《中华医学超声杂志(电子版)》

2021

深度学习在泌尿生殖裂孔面积全自动测量中的应用价值

曾丽娟,罗欢嘉,杨鑫,林泽慧,倪东,温红,陆喜多

《中国超声医学杂志》

2021

智能化婴儿髋关节发育性不良辅助筛查系统

胡歆迪,杨鑫,周旭,王丽敏,梁永栋,尚宁,倪东,顾宁

《深圳大学学报(理工版)》

2021

Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound

Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yu-Hao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tian-Fu Wang, Yi Xiong, Dong Ni

IEEE Transactions on Medical Imaging

2021

Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences

Zejian Chen, Wei Zhuo, Tian-Fu Wang, Jun Cheng, Wufeng Xue, Dong Ni

IEEE Transactions on Medical Imaging

2021

The lesion detection efficacy of deep learning on automatic breast ultrasound and factors affecting its efficacy: a pilot study.

Xiao Luo, Min Xu, Guoxue Tang, Yi Wang, Na Wang, Dong Ni, Xi Lin, An-Hua Li

British Journal of Radiology

2021

Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound

Xin Yang, Haoming Li, Yi Wang, Xiaowen Liang, Chaoyu Chen, Xu Zhou, Fengyi Zeng, Jinghui Fang, Alejandro F Frangi, Zhiyi Chen, Dong Ni

Medical Image Anal.

2021

Flip Learning: Erase to Segment

Yu-Hao Huang, Xin Yang, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, N. Ravikumar, Alejandro F Frangi, Jian-Qiao Zhou, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2021

Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images

Guangquan Zhou, Juzheng Miao, Xin Yang, Rui Li, En-Ze Huo, Wenlong Shi, Yu-Hao Huang, Jikuan Qian, Chaoyu Chen, Dong Ni

IEEE journal of biomedical and health informatics

2021

Style Curriculum Learning for Robust Medical Image Segmentation

Zhendong Liu, Manh The Van, Xin Yang, Xiaoqiong Huang, K. Lekadir, Víctor M. Campello, N. Ravikumar, Alejandro F Frangi, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2021

Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction

Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yu-Hao Huang, Yuxin Zou, Xindi Hu, N. Ravikumar, Alejandro F Frangi, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2021

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound

Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, N. Ravikumar, Alejandro F Frangi, Yuanji Zhang, Yi Xiong, Dong Ni

MLMI@MICCAI

2021

AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound

Ruobing Huang, Zehui Lin, Haoran Dou, Jian Wang, Juzheng Miao, Guangquan Zhou, Xiao-Hong Jia, Wenwen Xu, Zihan Mei, Yi-Jie Dong, Xin Yang, Jian-Qiao Zhou, Dong Ni

Medical Image Anal.

2021

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Ying-Huan Shi

Computer Vision and Pattern Recognition

2021

Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip

Xindi Hu, Li-Min Wang, Xin Yang, Xu Zhou, Wufeng Xue, Yan Cao, Sheng-Feng Liu, Yu-Hao Huang, Shuangping Guo, N. Shang, Dong Ni, Ning Gu

IEEE journal of biomedical and health informatics

2021

Intelligent auxiliary screening system for developmental dysplasia of the hip of infants

Xindi Hu, Xin Yang, Xu Zhou, Li-Min Wang, Yongdong Liang, N. Shang, Dong Ni, Ning Gu

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING

2021

Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer

Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yan-Kai Huang, Guangquan Zhou, Yi Xiong, Alejandro F Frangi, Dong Ni

IEEE International Symposium on Biomedical Imaging

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, Xumin Tao, Ze‐Jian Chen, Meng Wu, Jinxiang Zhang, Hui Sun, Jin Yang, Xin Yang, Ruobing Huang, Feixiang Xiang, Yue Song, Manjie You, Wen Zhang, Lili Jiang, Ziming Zhang, Shuangshuang Kong, Ying Tian, Li Zhang, Dong Ni, Mingxing Xie

Medical Image Analysis

2021

BrcaSeg : A Deep Learning Approach for Tissue Quantification and Genomic Correlations of Histopathological Images

Zixiao Lu, Xiaohui Zhan, Yi Wu, Jun Cheng, Wei Shao, Dong Ni, Zhi Han, Jie Zhang, Qianjin Feng, Kun Huang

Genomics Proteomics & Bioinformatics

2021

Computational Image Analysis Identifies Histopathological Image Features Associated With Somatic Mutations and Patient Survival in Gastric Adenocarcinoma

Jun Cheng, Yuting Liu, Wei Huang, Wenhui Hong, Lingling Wang, Xiaohui Zhan, Zhi Han, Dong Ni, Kun Huang, Jie Zhang

Frontiers in Oncology

2021

Identifying novel prognostic markers and genotype-phenotype associations in endometrioid endometrial carcinoma by computational analysis of histopathological images

Jun Cheng, Yuting Liu, Wei Huang, Wenhui Hong, Lingling Wang, Dong Ni

Medicine in Omics

2021

Combinatorial analyses reveal cellular composition changes have different impacts on transcriptomic changes of cell type specific genes in Alzheimer’s Disease

Travis S. Johnson, Shunian Xiang, Tianhan Dong, Zhi Huang, Michael Cheng, Tianfu Wang, Kai Yang, Dong Ni, Kun Huang, Jie Zhang

Scientific Reports

2021

Reciprocal Learning for Semi-supervised Segmentation

Xiangyun Zeng, Rian Huang, Yuming Zhong, Dong Sun, Chu Han, Di Lin, Dong Ni, Yi Wang

Lecture notes in computer science

2020

深度学习在医学影像中的应用综述

施俊,汪琳琳,王珊珊,陈艳霞,王乾,魏冬铭,梁淑君,彭佳林,易佳锦,刘盛锋,倪东,王明亮,张道强,沈定刚

《中国图象图形学报》

2020

CR-Unet-Based Ultrasonic Follicle Monitoring to Reduce Diameter Variability and Generate Area Automatically as a Novel Biomarker for Follicular Maturity.

Xiaowen Liang, Jinghui Fang, Haoming Li, Xin Yang, Dong Ni, Fengyi Zeng, Zhiyi Chen

Ultrasound in Medicine and Biology

2020

Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound

Yi Wang, Na Wang, Min Xu, Junxiong Yu, C. Qin, Xiao Luo, Xin Yang, Tian-Fu Wang, Anhua Li, Dong Ni

IEEE Transactions on Medical Imaging

2020

TexNet: Texture Loss Based Network for Gastric Antrum Segmentation in Ultrasound

Guohao Dong, Yaoxian Zou, Jiaming Jiao, Yu-Xi Liu, Shuo Liu, Tianzhu Liang, Chao-Yue Liu, Zhijie Chen, Lei Zhu, Dong Ni, Mu-Qing Lin

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

Thyroid Nodule Segmentation and Classification in Ultrasound Images

Jian-Qiao Zhou, Xiao-Hong Jia, Dong Ni, A. Noble, Ruobing Huang, Tao Tan

2020

Scale-aware Auto-context-guided Fetal US Segmentation with Structured Random Forests

Xin Yang, Haoming Li, Li Liu, Dong Ni

BIO Integration

2020

Left ventricle quantification with sample-level confidence estimation via Bayesian neural network

Wufeng Xue, Tingting Guo, Dong Ni

Comput. Medical Imaging Graph.

2020

Contrastive Rendering for Ultrasound Image Segmentation

Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro F Frangi, Zhiyi Chen, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

Region Proposal Network with Graph Prior and Iou-Balance Loss for Landmark Detection in 3D Ultrasound

Chaoyu Chen, Xin Yang, Ruobing Huang, Wenlong Shi, Sheng-Feng Liu, Mingrong Lin, Yu-Hao Huang, Yong Yang, Yuanji Zhang, Huanjia Luo, Yan-Kai Huang, Yi Xiong, Dong Ni

IEEE International Symposium on Biomedical Imaging

2020

Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes

Xin Yang, Xu Wang, Yi Wang, Haoran Dou, Shengli Li, H. Wen, Yi Lin, Pheng-Ann Heng, Dong Ni

Comput. Methods Programs Biomed.

2020

Hybrid descriptor for placental maturity grading

Bai-Ying Lei, Feng Jiang, Feng Zhou, Dong Ni, Yuan Yao, Si-Ping Chen, Tian-Fu Wang

Multimedia tools and applications

2020

Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network

Junxiong Yu, Chaoyu Chen, Xin Yang, Yi Wang, D. Yan, Jian-Xing Zhang, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

Style-invariant Cardiac Image Segmentation with Test-time Augmentation

Xiaoqiong Huang, Zejian Chen, Xin Yang, Zhendong Liu, Yuxin Zou, Mingyuan Luo, Wufeng Xue, Dong Ni

M&Ms and EMIDEC/STACOM@MICCAI

2020

Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer

Zhendong Liu, Xin Yang, Rui Gao, Sheng-Feng Liu, Haoran Dou, Shuangchi He, Yu-Hao Huang, Yan-Kai Huang, Huanjia Luo, Yuanji Zhang, Yi Xiong, Dong Ni

IEEE International Symposium on Biomedical Imaging

2020

Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANS

Jiamin Liang, Xin Yang, Haoming Li, Yi Wang, Manh The Van, Haoran Dou, Chaoyu Chen, Jinghui Fang, Xiaowen Liang, Zixin Mai, Guo-Ying Zhu, Zhiyi Chen, Dong Ni

IEEE International Symposium on Biomedical Imaging

2020

3D Inception U-net with Asymmetric Loss for Cancer Detection in Automated Breast Ultrasound.

Yi Wang, C. Qin, Chuanlu Lin, Di Lin, Min Xu, Xiao Luo, Tian-Fu Wang, Anhua Li, Dong Ni

Medical Physics (Lancaster)

2020

Remote Intelligent Assisted Diagnosis System for Hepatic Echinococcosis

Haixia Wang, Rui Li, Xuan Chen, Bin Duan, Li-Yan Xiong, Xin Yang, Hai-Ning Fan, Dong Ni

ASMUS/PIPPI@MICCAI

2020

CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images

Haoming Li, Jinghui Fang, Sheng-Feng Liu, Xiaowen Liang, Xin Yang, Zixin Mai, Manh The Van, Tian-Fu Wang, Zhiyi Chen, Dong Ni

IEEE journal of biomedical and health informatics

2020

Bridge Segmentation Performance Gap Via Evolving Shape Prior

Chaoyu Chen, Xin Yang, Haoran Dou, Ruobing Huang, Xiaoqiong Huang, Xu Wang, Chong Duan, Shengli Li, Wufeng Xue, Pheng-Ann Heng, Dong Ni

IEEE Access

2020

Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound

Yu-Hao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro F Frangi, Yi Xiong, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

Temporal-Consistent Segmentation of Echocardiography with Co-learning from Appearance and Shape

Hongrong Wei, Heng Cao, Yiqin Cao, Yongjin Zhou, Wufeng Xue, Dong Ni, Shuo Li

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound

Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni

Lecture notes in computer science

2020

Computational analysis of pathological images enables a better diagnosis of TFE3 Xp11.2 translocation renal cell carcinoma

Jun Cheng, Zhi Han, Rohit Mehra, Wei Shao, Michael Cheng, Qianjin Feng, Dong Ni, Kun Huang, Liang Cheng C, Jie Zhang

Nature Communications

2020

A pan-kidney cancer study identifies subtype specific perturbations on pathways with potential drivers in renal cell carcinoma

Xiaohui Zhan, Yusong Liu, Christina Y. Yu, Tianfu Wang, Jie Zhang, Dong Ni, Kun Huang

BMC Medical Genomics

2020

Mining of differentially co‐expressed gene modules reveals perturbed functional network and key regulators in Alzheimer's disease brains

Shunian Xiang, Dong Ni, Kun Huang, Jie Zhang

Alzheimer s & Dementia

2019

深度学习在医学超声图像分析中的应用综述

刘盛锋,王毅,杨鑫,雷柏英,刘立,李享,倪东,汪天富

Engineering

2019

基于深度学习的肝包虫病超声图像分型研究

南嘉格列,李锐,王海霞,周旭,王毅,倪东

《深圳大学学报(理工版)》

2019

基于更快速的区域卷积神经网络的胎儿头围超声图像质量控制

林泽慧,雷柏英,姜峰,倪东,陈思平,李胜利,汪天富

《中国生物医学工程学报》

2019

Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound

Xin Yang, Lequan Yu, Shengli Li, H. Wen, D. Luo, C. Bian, J. Qin, Dong Ni, Pheng-Ann Heng

IEEE Transactions on Medical Imaging

2019

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Yi Wang, Dong Ni, Haoran Dou, Xiao-Wei Hu, Lei Zhu, Xin Yang, Ming Xu, J. Qin, Pheng-Ann Heng, Tian-Fu Wang

IEEE Transactions on Medical Imaging

2019

Deep Learning in Medical Ultrasound Analysis: A Review

Sheng-Feng Liu, Yi Wang, Xin Yang, Baiying Lei, Li Liu, S. Li, Dong Ni, Tian-Fu Wang

Engineering

2019

Ultrasound image classification of hepatic echinococcosis using deep learning

Gelie Nanjia, Rui Li, Haixia Wang, Xu Zhou, Yi Wang, Dong Ni

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING

2019

Multi-task learning for quality assessment of fetal head ultrasound images

Ze-Hui Lin, Shengli Li, Dong Ni, Yimei Liao, H. Wen, Jie Du, Siping Chen, Tian-Fu Wang, Bai-Ying Lei

Medical Image Anal.

2019

Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN

X. Tao, Hongrong Wei, Wufeng Xue, Dong Ni

STACOM@MICCAI

2019

Study on the practicality of the semi-automatic measurement for the urogenital hiatus

T. Ye, Huifang Wang, Hua Chen, Dong Ni, Qiu-Xiang Chen, Xiaoshuang Deng, Min Wu

2019

ARS-Net: Adaptively Rectified Supervision Network for Automated 3D Ultrasound Image Segmentation

Chao-Yue Liu, Guohao Dong, Mu-Qing Lin, Yaoxian Zou, Tianzhu Liang, Xu-Jin He, Zhijie Chen, Dong Ni, Yi Xiong, Lei Zhu

International Conference on Medical Image Computing and Computer-Assisted Intervention

2019

FetusMap: Fetal Pose Estimation in 3D Ultrasound

Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng

International Conference on Medical Image Computing and Computer-Assisted Intervention

2019

Cardiac Motion Scoring Based on CNN with Attention Mechanism

Zejian Chen, Wufeng Xue, Tian-Fu Wang, Dong Ni

International Symposium on Image Computing and Digital Medicine

2019

Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes

Xu Wang, Xin Yang, Haoran Dou, Shengli Li, Pheng-Ann Heng, Dong Ni

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)

2019

Left Ventricle Segmentation and Quantification with Attention-Enhanced Segmentation and Shape Correction

Hongrong Wei, Wufeng Xue, Dong Ni

International Symposium on Image Computing and Digital Medicine

2019

Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound

Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2019

Correlation Analysis of Histopathology and Proteogenomics Data for Breast Cancer

Xiaohui Zhan, Jun Cheng, Zhi Huang, Zhi Han, Bryan R. Helm, Xiaowen Liu, Jie Zhang, Tianfu Wang, Dong Ni, Kun Huang

Molecular & Cellular Proteomics

2018

基于全卷积神经网络的肛提肌裂孔智能识别

胡鹏辉,王娜,王毅,王慧芳,汪天富,倪东

《深圳大学学报(理工版)》

2018

基于深度残差网络的皮肤镜图像黑色素瘤的识别

李航,余镇,倪东,雷柏英,汪天富

《中国生物医学工程学报》

2018

基于机器人操作系统的机械臂辅助超声扫描系统研究

张娟,李锐,程威,秦浩,吴诗尧,刘立,倪东,陈思平,钱建庭

《生物医学工程研究》

2018

基于多模态典型相关特征表达的阿尔兹海默病诊断

卓奕楠,杨鹏,邓云,倪东,雷柏英,汪天富

《中国生物医学工程学报》

2018

基于Fisher向量和混合描述符的胎盘成熟度分级

姜峰,倪东,陈思平,姚远,汪天富,雷柏英

《中国生物医学工程学报》

2018

Automatic recognition of levator hiatus based on fully convolutional neural networks

P. Hu, Na Wang, Yi Wang, Huifang Wang, Tian-Fu Wang, Dong Ni

2018

Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN

Ze-Hui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li, Tian-Fu Wang, Baiying Lei

POCUS/BIVPCS/CuRIOUS/CPM@MICCAI

2018

Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound

Na Wang, C. Bian, Yi Wang, Min Xu, C. Qin, Xin Yang, Tian-Fu Wang, Anhua Li, D. Shen, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2018

Generalizing Deep Models for Ultrasound Image Segmentation

Xin Yang, Haoran Dou, Ran Li, Xu Wang, C. Bian, Shengli Li, Dong Ni, Pheng-Ann Heng

International Conference on Medical Image Computing and Computer-Assisted Intervention

2018

Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images

Na Wang, Yi Wang, Huifang Wang, Baiying Lei, Tian-Fu Wang, Dong Ni

IEEE International Symposium on Biomedical Imaging

2018

Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks

Peiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tian-Fu Wang, Baiying Lei

DATRA/PIPPI@MICCAI

2018

Deep Attentional Features for Prostate Segmentation in Ultrasound

Yi Wang, Zijun Deng, Xiao-Wei Hu, Lei Zhu, Xin Yang, Xue-Miao Xu, Pheng-Ann Heng, Dong Ni

International Conference on Medical Image Computing and Computer-Assisted Intervention

2018

Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation

Xin Yang, Na Wang, Yi Wang, Xu Wang, R. Nezafat, Dong Ni, Pheng-Ann Heng

STACOM@MICCAI

2018

Placental maturity grading via hybrid descriptors based on fisher vector

Feng Jiang, Dong Ni, Siping Chen, Y. Yao, Minh Hung Le, Tian-Fu Wang, Baiying Lei

IEEE International Symposium on Biomedical Imaging

2018

Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting

Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, J. Qin, Tian-Fu Wang, Shengli Li, Dong Ni

IEEE journal of biomedical and health informatics

2018

A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition

Zhen Yu, Ee-Leng Tan, Dong Ni, J. Qin, Siping Chen, Shengli Li, Baiying Lei, Tian-Fu Wang

IEEE journal of biomedical and health informatics

2018

Condition-specific gene co-expression network mining identifies key pathways and regulators in the brain tissue of Alzheimer’s disease patients

Shunian Xiang, Zhi Huang, Tianfu Wang, Zhi Han, Christina Y. Yu, Dong Ni, Kun Huang, Jie Zhang

BMC Medical Genomics

2017

基于深度学习的胎儿颜面部超声标准切面自动识别

余镇,吴凌云,倪东,陈思平,李胜利,汪天富,雷柏英

《中国生物医学工程学报》

2017

基于最大熵的超声图像中胎儿股骨分割方法的研究

周成礼,罗娜,倪东,邓云

《生物医学工程研究》

2017

Personalized biomechanical modeling of prostate deformation based on elastography for MRI three-dimensional transrectal ultrasound(TRUS) image registration

Ming Xu, Yi Wang, Chuan Peng, Xiao-Er Zhang, Xiao-Ju Li, Dong Ni, Xiao-Yan Xie

2017

Automatic placental maturity grading via hybrid learning

B. Lei, Ee-Leng Tan, Siping Chen, Wanjun Li, Dong Ni, Y. Yao, Tian-Fu Wang

Neurocomputing

2017

Class-Balanced Deep Neural Network for Automatic Ventricular Structure Segmentation

Xin Yang, C. Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng

STACOM@MICCAI

2017

3D Convolutional Networks for Fully Automatic Fine-Grained Whole Heart Partition

Xin Yang, C. Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng

STACOM@MICCAI

2017

Towards Automatic Semantic Segmentation in Volumetric Ultrasound

Xin Yang, Lequan Yu, Shengli Li, Xu Wang, Na Wang, J. Qin, Dong Ni, Pheng-Ann Heng

International Conference on Medical Image Computing and Computer-Assisted Intervention

2017

FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks

Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Baiying Lei, Tian-Fu Wang, Dong Ni

IEEE Transactions on Cybernetics

2017

ハイブリッド学習を介した自動胎盤熟度判定【Powered by NICT】

Bai-Ying Lei, Ee-Leng Tan, Si-Ping Chen, Wanjun Li, Dong Ni, Yuan Yao, Tian-Fu Wang

2017

Multi-modal and multi-layout discriminative learning for placental maturity staging

B. Lei, Wanjun Li, Y. Yao, Xu-Dong Jiang, Ee-Leng Tan, J. Qin, Siping Chen, Dong Ni, Tian-Fu Wang

Pattern Recognition

2017

Automatic measurement of fetal femur length in ultrasound image

Na Luo, Jing Li, Chengli Zhou, Jie-yuan Zheng, Dong Ni

2017

Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing

Xin Yang, C. Bian, Lequan Yu, Dong Ni, Pheng-Ann Heng

STACOM@MICCAI

2017

Automatic cystocele severity grading in transperineal ultrasound by random forest regression

Dong Ni, Xing Ji, Min Wu, Wenlei Wang, Xiaoshuang Deng, Zhong-Yi Hu, Tian-Fu Wang, D. Shen, Jie-Zhi Cheng, Huifang Wang

Pattern Recognition

2017

Ultrasound Standard Plane Detection Using a Composite Neural Network Framework

Hao Chen, Lingyun Wu, Q. Dou, J. Qin, Shengli Li, Jie-Zhi Cheng, Dong Ni, Pheng-Ann Heng

IEEE Transactions on Cybernetics

2017

Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation

Lingyun Wu, Y. Xin, Shengli Li, Tian-Fu Wang, Pheng-Ann Heng, Dong Ni

IEEE International Symposium on Biomedical Imaging

2016

Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration

Yi Wang, Jie-Zhi Cheng, Dong Ni, Mu-Qing Lin, Jing Qin, Xióngbiao Luó, Ming Xu, Xiao-Yan Xie, Pheng-Ann Heng

IEEE Transactions on Medical Imaging

2016

Fetal facial standard plane recognition via very deep convolutional networks

Zhen Yu, Dong Ni, Si-Ping Chen, Shengli Li, Tian-Fu Wang, Bai-Ying Lei, Zhen Yu, Dong Ni, Si-Ping Chen, Shengli Li, Tian-Fu Wang, Bai-Ying Lei

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

2016

MRI-TRUS multi-modality image fusion for targeted prostate biopsy

Dong Ni, Hai-Lang Wu

2016

Placental maturity evaluation via feature fusion and discriminative learning

Wanjun Li, Y. Yao, Dong Ni, Siping Chen, B. Lei, Tian-Fu Wang

IEEE International Symposium on Biomedical Imaging

2016

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

Jie-Zhi Cheng, Dong Ni, Yi-Hong Chou, Jing Qin, C. Tiu, Yeun-Chung Chang, Chiun-Sheng Huang, D. Shen, Chung-Ming Chen

Scientific Reports

2016

Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression

Dong Ni, Xing Ji, Yao-Zong Gao, Jie-Zhi Cheng, Huifang Wang, J. Qin, Bai-Ying Lei, Tian-Fu Wang, Guo-Rong Wu, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

2016

Patient-specific Deformation Modelling via Elastography: Application to Image-guided Prostate Interventions

Yi Wang, Dong Ni, Jing Qin, Ming Xu, Xiao-Yan Xie, Pheng-Ann Heng

Scientific Reports

2016

Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images

Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, J. Qin, Pheng-Ann Heng

AAAI Conference on Artificial Intelligence

2015

医学超声评价胎盘功能研究进展

李欣遥,姚远,李胜利,倪东,汪天富

《生物医学工程学杂志》

2015

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

Hao Chen, Dong Ni, Jing Qin, Shengli Li, Xin Yang, Tian-Fu Wang, Pheng-Ann Heng

IEEE journal of biomedical and health informatics

2015

Discriminative Learning for Automatic Staging of Placental Maturity via Multi-layer Fisher Vector

Bai-Ying Lei, Y. Yao, Siping Chen, Shengli Li, Wanjun Li, Dong Ni, Tian-Fu Wang

Scientific Reports

2015

Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector

Baiying Lei, Ee-Leng Tan, Siping Chen, Liu Zhuo, Shengli Li, Dong Ni, Tian-Fu Wang

PLoS ONE

2015

Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks

Hao Chen, Q. Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng

International Conference on Medical Image Computing and Computer-Assisted Intervention

2015

[Research Progress of Medical Ultrasound Assessment of Placental Function].

Xinyao Li, Yuan Yao, Shengli Li, Dong Ni, Tian-Fu Wang

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2015

Building dynamic population graph for accurate correspondence detection

Shaoyi Du, Yanrong Guo, Gerard Sanromà, Dong Ni, Guorong Wu A, Dinggang G. Shen

Medical Image Analysis

2015

Spatiotemporal patterns of cortical fiber density in developing infants, and their relationship with cortical thickness

Gang Li, Tianming Liu, Dong Ni, Weili Lin, John H. Gilmore, Dinggang G. Shen

Human Brain Mapping

2015

Identification of infants at high‐risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks

Yan Jin, Chong-yaw Wee A, Feng Shi, Kim‐Han Thung, Dong Ni, Pew‐Thian Yap, Dinggang G. Shen

Human Brain Mapping

2014

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer

Hao Chen, Dong Ni, Xin Yang, Shengli Li, Pheng-Ann Heng

Machine Learning for Multimodal Interaction

2014

Towards Personalized Biomechanical Model and MIND-Weighted Point Matching for Robust Deformable MR-TRUS Registration

Yi Wang, Dong Ni, J. Qin, Mu-Qing Lin, Xiao-Yan Xie, Ming Xu, Pheng-Ann Heng

CARE@MICCAI

2014

Detection and Measurement of Fetal Abdominal Contour in Ultrasound Images via Local Phase Information and Iterative Randomized Hough Transform

Weiming Wang, Jing Qin, Lei Zhu, Dong Ni, Pan-Chui Yim, Pheng-Ann Heng

Bio-medical materials and engineering

2014

Personalized modeling of prostate deformation based on elastography for MRI-TRUS registration

Yi Wang, Dong Ni, Jing Qin, Xin Yang, Xiao-Yan Xie, Mu-Qing Lin, Pheng-Ann Heng

IEEE International Symposium on Biomedical Imaging

2014

The automatic ultrasound measurement of fetal head circumference

Jing Li, Dong Ni, Shengli Li, Xiao Han, Xiaolan Yin, Tian-Fu Wang, Si-Ping Chen

2014

Automatic recognition of fetal standard plane in ultrasound image

Bai-Ying Lei, Liu Zhuo, Si-Ping Chen, Shengli Li, Dong Ni, Tian-Fu Wang

IEEE International Symposium on Biomedical Imaging

2014

Automatic recognition method and system of standard section of fetus face of ultrasound image

Bai-Ying Lei, Tian-Fu Wang, Dong Ni, Liu Zhuo, Shengli Li, Si-Ping Chen

2014

Ultrasound Standard Plane Localization via Spatio-Temporal Feature Learning with Knowledge Transfer

Hao Chen, Dong Ni, Lingyun Wu, Jing Qin, Shengli Li, Pheng-Ann Heng

2014

Automatic staging of placental maturity based on dense descriptor

Xinyao Li, Yuan Yao, Dong Ni, Siping Chen, Shengli Li, Baiying Lei, Tian-Fu Wang

Bio-medical materials and engineering

2014

Standard plane localization in ultrasound by radial component

Xin Yang, Dong Ni, Jing Qin, Shengli Li, Tian-Fu Wang, Si-Ping Chen, Pheng-Ann Heng

IEEE International Symposium on Biomedical Imaging

2014

Automatic grading of placental maturity based on LIOP and fisher vector

Baiying Lei, Xinyao Li, Y. Yao, Shengli Li, Siping Chen, Yongjin Zhou, Dong Ni, Tian-Fu Wang

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

2014

Standard Plane Localization in Ultrasound by Radial Component Model and Selective Search

Dong Ni, Xin Yang, Xin Chen, Chien Ting Chin, Siping Chen, Pheng‐Ann Heng, Shengli Li, Jing Qin, Tianfu Wang

Ultrasound in Medicine & Biology

2013

医学超声关键技术研究和进展(二) 超声弹性成像技术、超声图像处理与分析

陆敏华,陈昕,倪东,张灵,林浩铭,汪天富,陈思平

《生物医学工程学进展》

2013

Use of optical flow to estimate continuous changes in muscle thickness from ultrasound image sequences.

Qiaoliang Li, Dong Ni, Wanguan Yi, Si-Ping Chen, Tian-Fu Wang, Xin Chen

Ultrasound in Medicine and Biology

2013

Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters

Dong Ni, Yong Yang, Shengli Li, J. Qin, S. Ouyang, Tian-Fu Wang, Pheng-Ann Heng

IEEE International Symposium on Biomedical Imaging

2013

Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound

Dong Ni, Tian-Mei Li, Xin Yang, Jing Qin, Shengli Li, Chien T. Chin, S. Ouyang, Tian-Fu Wang, Si-Ping Chen

Abdominal Imaging

2013

Segmentation of the Left Ventricle Myocardium in Echocardiography based on T-Snake Model

Dong Ni

Journal of Biomedical Engineering Research

2012

A statistical approach for muscle fascicle orientation estimation in ultrasound images

Qiaoliang Li, Xin Chen, Dong Ni, Si-Ping Chen, Tian-Fu Wang

International Conference on BioMedical Engineering and Informatics

2012

In vivo behavior of human muscle during isometric ramp contraction: A simultaneous EMG, MMG and ultrasonography investigation

Dong Ni, Xin Chen, Wanguan Yi, Y. Zheng, Zhen-Yu Zhu, S. Chan

International Conference on Signal Processing, Communications and Computing

2012

A beam width aware curvilinear ray tracing method for real-time ultrasound simulation: A beam width aware curvilinear ray tracing method for real-time ultrasound simulation

Dong Ni, Si-Ping Chen, Tian-Fu Wang

2011

A Virtual Reality Simulator for Ultrasound-Guided Biopsy Training

Dong Ni, Wing-Yin Chan, J. Qin, Pan-Chui Yim, Ingrid Qu, S. S. Ho, Pheng-Ann Heng

IEEE Computer Graphics and Applications

2010

Particle-based simulation of blood flow and vessel wall interactions in virtual surgery

J. Qin, Wai-Man Pang, Binh P. Nguyen, Dong Ni, C. Chui

Symposium on Information and Communication Technology

2010

Modeling of 3D Left Ventricular motion to evaluate paced myocardial function

Dong Ni, Si-Ping Chen, Hongmei Sun, Tian-Fu Wang

International Conference on BioMedical Engineering and Informatics

2008

Volumetric Ultrasound Panorama Based on 3D SIFT

Dong Ni, Y. Qu, Xuan S. Yang, Pan-Chui Yim, T. Wong, S. S. Ho, Pheng-Ann Heng

International Conference on Medical Image Computing and Computer-Assisted Intervention

2008

An ultrasound-guided organ biopsy simulation with 6DOF haptic feedback.

Dong Ni, Wing-Yin Chan, J. Qin, Y. Qu, Pan-Chui Yim, S. S. Ho, Pheng-Ann Heng

International Conference on Medical Image Computing and Computer-Assisted Intervention

会议论文

2024

基于深度学习的2D经会阴超声视频分析女性压力性尿失禁膀胱颈部运动

王瑾,杨鑫,吴瑛男,彭彦卿,邹彦,陆喜多,陈双喜,潘晓仪,倪东,孙立涛

《中国超声医学工程学会成立四十周年暨第十四次全国超声医学学术大会论文汇编(上册)》

预印本

2026

Cross-Modal Ultrasound-MRI Learning for Fetal Brain Ventricular Volumetry and Abnormality Screening

Yuhao Huang, Yuanji Zhang, Yuhuan Lu, Dong Ni, P. Ellen Grant, Davood Karimi

arXiv preprint

2026

Rethinking Medical Landmark Localization with Prototype Learning-based Progressive Offset Correction

Jingxian Xu, Yuhao Huang, Rusi Chen, Yanfeng Zhou, Dong Ni

arXiv preprint

2026

Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma by Integrating Multimodal Ultrasound and Clinical Data: A Multicenter Study

Jun Cheng, Yuanyuan Kong, Qing Huang, Xiaotong Tan, Licong Dong, Yulong Han, Wufeng Xue, Ruobing Huang, Dong Ni, Qi Yang, Jie Yu, Ping Liang

arXiv preprint

2026

Improving O-RADS Risk Stratification from Ultrasound Reports: A Comparative Evaluation of Hybrid versus End-to-End LLM Reasoning Strategies

Xiaotong Tan, Chunli Qiu, Xin Liu, Qing Huang, Guangli Zhou, Bo Gao, Xiaoyan Song, Shuyan Wang, Xiuqin Wang, Wufeng Xue, Ruobing Huang, Dong Ni, Guowei Tao, Jun Cheng

arXiv preprint

2026

Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos

Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa B. Mcguire, Jillian L. Clarke, Weidong Cai, Jacaueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li

arXiv preprint

2026

Deep Learning-based Intelligent Diagnosis of Congenital Uterine Anomalies in 3D Ultrasound

Yueyue Xu, Yuhao Huang, Jiaxiao Deng, Yuanji Zhang, Haoming Zhang, Jiajia Qu, Shiying Zheng, Xiaomei Tang, Haining Chen, Chengcai Chen, Yiyi Wu, Xin Yang, Dong Ni, Hongyu Zheng

arXiv preprint

2025

Tumor Detection, Segmentation and Classification Challenge on Automated 3D Breast Ultrasound: The TDSC-ABUS Challenge

Gongning Luo, Mingwang Xu, Hongyu Chen, Xinjie Liang, Xing Tao, Dong Ni, Hyunsu Jeong, Chulhong Kim, Raphael Stock, Michael Baumgartner, Yannick Kirchhoff, Maximilian Rokuss, Klaus Maier-Hein, Zhikai Yang, Tianyu Fan, Nicolas Boutry, Dmitry Tereshchenko, Arthur Moine, Maximilien Charmetant, Jan Sauer, Hao Du, Xiang-Hui Bai, Vipul Pai Raikar, Ricardo Montoya-del-Angel, Robert Marti, Miguel Luna, Dongmin Lee, Abdul Qayyum, Moona Mazher, Qihui Guo, Changyan Wang, Navchetan Awasthi, Qiaochu Zhao, Wei Wang, Kuanquan Wang, Qiucheng Wang, Suyu Dong

arXiv preprint

2025

SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images

Shuhang Chen, Hangjie Yuan, Pengwei Liu, Hanxue Gu, Tao Feng, Dong Ni

arXiv preprint

2025

The Large Language Model Improves the Diagnostic Performance of Suspicious Breast Lesions by Radiologists Using Grayscale Ultrasound: A Multicenter Cohort Study

Boyang Zhou, Liping Sun, Han-Sheng Xia, Bin Tan, Yi-Lei Shi, Hui Liu, Chuan Qin, Congjian Wen, Lifan Wang, Dan Lu, Dong Ni, Hong Han, Bin Huang, Xiao Xiang Zhu, Chongke Zhao, Huixiong Xu

SSRN Electronic Journal

2024

Efficient MedSAMs: Segment Anything in Medical Images on Laptop

Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth, Martha Foltyn-Dumitru, Jaeyoung Cho, Mustafa Ahmed Mahmutoglu, Martin Bendszus, Irada Pflüger, Aditya Rastogi, Dong Ni, Xin Yang, Guang-Quan Zhou, Kaini Wang, Nicholas Heller, Nikolaos Papanikolopoulos, Christopher Weight, Yubing Tong, Jayaram K Udupa, Cahill J. Patrick, Yaqi Wang, Yifan Zhang, Francisco Contijoch, Elliot McVeigh, Xin Ye, Shucheng He, Robert Haase, Thomas Pinetz, Alexander Radbruch, Inga Krause, Erich Kobler, Jian He, Yucheng Tang, Haichun Yang, Yuankai Huo, Gongning Luo, Kaisar Kushibar, Jandos Amankulov, Dias Toleshbayev, Amangeldi Mukhamejan, Jan Egger, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Shohei Fujita, Tomohiro Kikuchi, Benedikt Wiestler, Jan S. Kirschke, Ezequiel de la Rosa, Federico Bolelli, Luca Lumetti, Costantino Grana, Kunpeng Xie, Guomin Wu, Behrus Puladi, Carlos Martín-Isla, Karim Lekadir, Victor M. Campello, Wei Shao, Wayne Brisbane, Hongxu Jiang, Hao Wei, Wu Yuan, Shuangle Li, Yuyin Zhou, Bo Wang

arXiv preprint

2024

ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration

Haiqiao Wang, Zhuoyuan Wang, Dong Ni, Yi Wang

arXiv preprint

2024

One-Stop Automated Diagnostic System for Carpal Tunnel Syndrome in Ultrasound Images Using Deep Learning

Jiayu Peng, Jiajun Zeng, Manlin Lai, Ruobing Huang, Dong Ni, Zhenzhou Li

arXiv preprint

2024

FiRework: Field Refinement Framework for Efficient Enhancement of Deformable Registration

Haiqiao Wang, Dong Ni, Yi Wang

arXiv preprint

2023

From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation

Ruxue Wen, Hangjie Yuan, Dong Ni, Wenbo Xiao, Yaoyao Wu

arXiv preprint

2023

FetusMapV2: Enhanced Fetal Pose Estimation in 3D Ultrasound

Chaoyu Chen, Xin Yang, Yuhao Huang, Wenlong Shi, Yan Cao, Mingyuan Luo, Xindi Hu, Lei Zhue, Lequan Yu, Kejuan Yue, Yuanji Zhang, Yi Xiong, Dong Ni, Weijun Huang

arXiv preprint

2023

GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration

Haoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang, Dong Ni, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang

arXiv preprint

2023

ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer

Haiqiao Wang, Dong Ni, Yi Wang

arXiv preprint

2021

Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework

Keyu Li, Yangxin Xu, Jian Wang, Dong Ni, Li Liu, Max Q. -H. Meng

arXiv preprint

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