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2026

FiRework: Field refinement framework for efficient enhancement of deformable registrationHaiqiao Wang, Xin Yang 0009, Dong Ni 0001, Yi Wang 0031. bspc, 112:108687, 2026. [doi]

2025

Uncertainty-Aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D UltrasoundYuhao Huang 0001, Yueyue Xu, Haoran Dou, Jiaxiao Deng, Xin Yang 0009, Hongyu Zheng, Dong Ni 0001. miccai 2026: 650-660 [doi]

P2ED: A four-quadrant framework for progressive prompt enhancement in 3D interactive medical imaging segmentationAo Chang, Xing Tao, Yuhao Huang, Xin Yang 0009, Jiajun Zeng, Xinrui Zhou, Ruobing Huang, Dong Ni 0001. NN, 183:106973, 2025. [doi]

Subtyping Breast Lesions via Generative Augmentation Based Long-Tailed Recognition in UltrasoundShijing Chen, Xinrui Zhou, Yuhao Wang, Yuhao Huang 0001, Ao Chang, Dong Ni 0001, Ruobing Huang. miccai 2026: 519-529 [doi]

3D Heart Reconstruction from Sparse Pose-Agnostic 2D Echocardiographic SlicesZhurong Chen, Jinhua Chen, Wei Zhuo, Wufeng Xue, Dong Ni 0001. miccai 2026: 33-42 [doi]

MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D UltrasoundRusi Chen, Yuanting Yang, Jiezhi Yao, Hongning Song, Ji Zhang, Yongsong Zhou, Yuhao Huang 0001, Ronghao Yang, Dan Jia, Yuhan Zhang, Xing Tao, Haoran Dou, Qing Zhou, Xin Yang 0009, Dong Ni 0001. miccai 2026: 407-417 [doi]

Enhancing fetal ultrasound image quality assessment with multi-scale fusion and clustering-based optimizationChaoyu Chen, Yuhao Huang, Xin Yang 0009, Xindi Hu, Yuanji Zhang, Tao Tan, Wufeng Xue, Dong Ni 0001. bspc, 102:107249, 2025. [doi]

Standard plane localization using denoising diffusion model with multi-scale guidanceHaoran Dou, Yuhao Huang, Yunzhi Huang, Xin Yang 0009, Chaojiong Zhen, Yuanji Zhang, Yi Xiong 0001, Weijun Huang, Dong Ni 0001. cmpb, 261:108619, 2025. [doi]

ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound DiagnosisYaofei Duan, Yuhao Huang 0001, Xin Yang 0009, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni 0001, Tao Tan 0002. miccai 2026: 35-45 [doi]

Salient Region Matching for Fully Automated MR-TRUS RegistrationZetian Feng, Dong Ni 0001, Yi Wang 0031. isbi 2025: 1-5 [doi]

EchoONE: Segmenting Multiple Echocardiography Planes in One ModelJiongtong Hu, Wufeng Xue, Jun Cheng 0006, Yingying Liu, Wei Zhuo, Dong Ni 0001. cvpr 2025: 5207-5216 [doi]

Subtyping breast lesions via collective intelligence based long-tailed recognition in ultrasoundRuobing Huang, Yinyu Ye 0002, Ao Chang, Han Huang, Zijie Zheng, Long Tan, Guoxue Tang, Man Luo, Xiuwen Yi, Pan Liu, Jiayi Wu, Baoming Luo, Dong Ni 0001. mia, 102:103548, 2025. [doi]

Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal UltrasoundHuanwen Liang, Jingxian Xu, Yuanji Zhang, Yuhao Huang 0001, Yuhan Zhang, Xin Yang 0009, Ran Li, Xuedong Deng, Yanjun Liu, Guowei Tao, Yun Wu, Sheng Zhao, Xinru Gao, Dong Ni 0001. miccai 2026: 344-354 [doi]

COVID-19 Severity Prediction from Lung Ultrasound via Dynamic Gated Multi-instance LearningChen Lin, Guang-Quan Zhou, Wufeng Xue, Dong Ni 0001. miccai 2026: 208-217 [doi]

An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream SynchronizationZehui Lin, Shuo Li 0001, Shanshan Wang, Zhifan Gao, Yue Sun, Chan-Tong Lam, Xindi Hu, Xin Yang 0009, Dong Ni 0001, Tao Tan. mia, 104:103639, 2025. [doi]

MReg: A Novel Regression Model with MoE-Based Video Feature Mining for Mitral Regurgitation DiagnosisZhe Liu, Yuhao Huang 0001, Lian Liu, Chengrui Zhang, Haotian Lin 0009, Tong Han, Zhiyuan Zhu, Yanlin Chen, Ruiyue Chen, Dong Ni 0001, Zhongshan Gou, Xin Yang 0009. miccai 2026: 383-392 [doi]

MoNetV2: Enhanced Motion Network for Freehand 3-D Ultrasound ReconstructionMingyuan Luo, Xin Yang 0009, Zhongnuo Yan, Yan Cao 0002, Yuanji Zhang, Xindi Hu, Jin Wang, Haoxuan Ding, Wei Han, Litao Sun, Dong Ni 0001. tnn, 36(10):19145-19159, October 2025. [doi]

Enhancing lesion detection in automated breast ultrasound using unsupervised multi-view contrastive learning with 3D DETRXing Tao, Yan Cao, Yanhui Jiang, Xiaoxi Wu, Dan Yan, Wen Xue, Shulian Zhuang, Xin Yang 0009, Ruobing Huang, Jianxing Zhang, Dong Ni 0001. mia, 101:103466, 2025. [doi]

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion RecognitionWeishan Ye, Z. G. Zhang 0001, Fei Teng 0005, Min Zhang 0005, Jianhong Wang, Dong Ni 0001, Fali Li, Peng Xu 0001, Zhen Liang. taffco, 16(1):290-305, January - March 2025. [doi]

Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in UltrasoundZhiyuan Zhu, Jian Wang 0099, Yong Jiang, Tong Han, Yuhao Huang 0001, ang Zhang, Kaiwen Yang, Mingyuan Luo, Zhe Liu, Yaofei Duan, Dong Ni 0001, Tianhong Tang, Xin Yang 0009. miccai 2026: 255-264 [doi]

2024

Triaug: Out-Of-Distribution Detection for Imbalanced Breast Lesion in UltrasoundYinyu Ye 0002, Shijing Chen, Dong Ni 0001, Ruobing Huang. isbi 2024: 1-5 [doi]

Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasoundXin Yang 0009, Lian Liu, Zhongnuo Yan, Junxuan Yu, Xindi Hu, Xuejuan Yu, Caixia Dong, Ju Chen, Hongmei Liu, Zhuan Yu, Xuedong Deng, Dong Ni 0001, Xiaoqiong Huang, Zhongshan Gou. mia, 97:103229, 2024. [doi]

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-trainingJian Wang 0099, Xin Yang 0009, Xiaohong Jia 0003, Wufeng Xue, Rusi Chen, Yanlin Chen, Xi-Liang Zhu, Lian Liu, Yan Cao, Jianqiao Zhou, Dong Ni 0001, Ning Gu. cbm, 171:108087, 2024. [doi]

A Self-distillation Bi-atrial Segmentation Network for Cardiac MRIWaqas Anwaar, Manh The Van, Jiongtong Hu, Zhurong Chen, Wufeng Xue, Dong Ni 0001. miccai 2025: 280-288 [doi]

EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image SegmentationAo Chang, Jiajun Zeng, Ruobing Huang, Dong Ni 0001. miccai 2024: 266-275 [doi]

A modified U-net with graph representation for dose prediction in esophageal cancer radiotherapy plansYanlin Chen, Wei Yang, Jiayang Lu, Jinyan Sun, Linshang Rao, Huanmiao Zhao, Xun Peng, Dong Ni 0001. cmig, 111:102318, January 2024. [doi]

FetusMapV2: Enhanced fetal pose estimation in 3D ultrasoundChaoyu Chen, Xin Yang 0009, Yuhao Huang, Wenlong Shi, Yan Cao, Mingyuan Luo, Xindi Hu, Lei Zhu, Lequan Yu, Kejuan Yue, Yuanji Zhang, Yi Xiong, Dong Ni 0001, Weijun Huang. mia, 91:103013, January 2024. [doi]

Segment anything model for medical images?Yuhao Huang, Xin Yang 0009, Lian Liu, Han Zhou, Ao Chang, Xinrui Zhou, Rusi Chen, Junxuan Yu, Jiongquan Chen, Chaoyu Chen, Sijing Liu, Haozhe Chi, Xindi Hu, Kejuan Yue, Lei Li 0020, Vicente Grau, Deng-Ping Fan, Fajin Dong, Dong Ni 0001. mia, 92:103061, February 2024. [doi]

Robust Box Prompt Based SAM for Medical Image SegmentationYuhao Huang, Xin Yang 0009, Han Zhou, Yan Cao, Haoran Dou, Fajin Dong, Dong Ni 0001. mlmi-ws 2025: 1-11 [doi]

Multi-purposed diagnostic system for ovarian endometrioma using CNN and transformer networks in ultrasoundYishuo Li, Baihua Zhao, Lieming Wen, Ruobing Huang, Dong Ni 0001. bspc, 91:105923, 2024. [doi]

UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue SegmentationZehui Lin, Zhuoneng Zhang, Xindi Hu, Zhifan Gao, Xin Yang 0009, Yue Sun, Dong Ni 0001, Tao Tan. bibm 2024: 3501-3504 [doi]

Mitral Regurgitation Recogniton Based on Unsupervised Out-of-Distribution Detection with Residual Diffusion AmplificationZhe Liu, Xiliang Zhu, Tong Han, Yuhao Huang, Jian Wang 0099, Lian Liu, Fang Wang, Dong Ni 0001, Zhongshan Gou, Xin Yang 0009. mlmi-ws 2025: 52-62 [doi]

An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant lossVan Manh, Xiaohong Jia 0003, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni 0001. cbm, 171:108137, 2024. [doi]

Recursive Deformable Pyramid Network for Unsupervised Medical Image RegistrationHaiqiao Wang, Dong Ni 0001, Yi Wang 0031. tmi, 43(6):2229-2240, June 2024. [doi]

Fine-Grained Context and Multi-modal Alignment for Freehand 3D Ultrasound ReconstructionZhongnuo Yan, Xin Yang 0009, Mingyuan Luo, Jiongquan Chen, Rusi Chen, Lian Liu, Dong Ni 0001. miccai 2024: 340-349 [doi]

A Foundation Model for General Moving Object Segmentation in Medical ImagesZhongnuo Yan, Tong Han, Yuhao Huang, Lian Liu, Han Zhou, Jiongquan Chen, Wenlong Shi, Yan Cao, Xin Yang 0009, Dong Ni 0001. isbi 2024: 1-5 [doi]

Non-iterative scribble-supervised learning with pacing pseudo-masks for medical image segmentationZefan Yang, Di Lin 0002, Dong Ni 0001, Yi Wang 0031. eswa, 238(Part C):122024, March 2024. [doi]

Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video GenerationJunxuan Yu, Rusi Chen, Yongsong Zhou, Yanlin Chen, Yaofei Duan, Yuhao Huang, Han Zhou, Tan Tao, Xin Yang 0009, Dong Ni 0001. mlmi-ws 2025: 232-241 [doi]

Is Two-Shot All You Need? A Label-Efficient Approach for Video Segmentation in Breast UltrasoundJiajun Zeng, Dong Ni 0001, Ruobing Huang. isbi 2024: 1-5 [doi]

Multimodal Sensing for Depression Risk Detection: Integrating Audio, Video, and Text DataZhenwei Zhang, Shengming Zhang, Dong Ni 0001, Zhaoguo Wei, Kongjun Yang, Shan Jin, Gan Huang, Zhen Liang, Li Zhang, Linling Li, Huijun Ding, Zhiguo Zhang, Jianhong Wang. sensors, 24(12):3714, June 2024. [doi]

HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion ModelsXinrui Zhou, Yuhao Huang, Wufeng Xue, Haoran Dou, Jun Cheng 0006, Han Zhou, Dong Ni 0001. miccai 2024: 361-371 [doi]

2023

PE-MED: Prompt Enhancement for Interactive Medical Image SegmentationAo Chang, Xing Tao, Xin Yang 0009, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni 0001. mlmi-ws 2024: 257-266 [doi]

Semi-Supervised Representation Learning for Segmentation on Medical Volumes and SequencesZejian Chen, Wei Zhuo, Tianfu Wang 0001, Jun Cheng 0006, Wufeng Xue, Dong Ni 0001. tmi, 42(12):3972-3986, December 2023. [doi]

FFPN: Fourier Feature Pyramid Network for Ultrasound Image SegmentationChaoyu Chen, Xin Yang 0009, Rusi Chen, Junxuan Yu, Liwei Du, Jian Wang, Xindi Hu, Yan Cao, Yingying Liu, Dong Ni 0001. mlmi-ws 2024: 166-175 [doi]

GSMorph: Gradient Surgery for Cine-MRI Cardiac Deformable RegistrationHaoran Dou, Ning Bi, Luyi Han, Yuhao Huang, Ritse Mann, Xin Yang 0009, Dong Ni 0001, Nishant Ravikumar, Alejandro F. Frangi, Yunzhi Huang. miccai 2023: 613-622 [doi]

Test-time bi-directional adaptation between image and model for robust segmentationXiaoqiong Huang, Xin Yang 0009, 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 0001. cmpb, 233:107477, May 2023. [doi]

Fourier Test-Time Adaptation with Multi-level Consistency for Robust ClassificationYuhao Huang, Xin Yang 0009, Xiaoqiong Huang, Xinrui Zhou, Haozhe Chi, Haoran Dou, Xindi Hu, Jian Wang, Xuedong Deng, Dong Ni 0001. miccai 2023: 221-231 [doi]

MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor DiagnosisJunyu Li, Han Huang, Dong Ni 0001, Wufeng Xue, Dongmei Zhu, Jun Cheng. miccai 2023: 642-651 [doi]

Hierarchical Agent-Based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound VideoSijing Liu, Qilong Ying, Shuangchi He, Xin Yang 0009, Dong Ni 0001, Ruobing Huang. isbi 2023: 1-5 [doi]

Instructive Feature Enhancement for Dichotomous Medical Image SegmentationLian Liu, Han Zhou, Jiongquan Chen, Sijing Liu, Wenlong Shi, Dong Ni 0001, Deng-Ping Fan, Xin Yang 0009. miccai 2023: 437-447 [doi]

Multi-IMU with Online Self-consistency for Freehand 3D Ultrasound ReconstructionMingyuan Luo, Xin Yang 0009, Zhongnuo Yan, Junyu Li, Yuanji Zhang, Jiongquan Chen, Xindi Hu, Jikuan Qian, Jun Cheng, Dong Ni 0001. miccai 2023: 342-351 [doi]

RecON: Online learning for sensorless freehand 3D ultrasound reconstructionMingyuan Luo, Xin Yang 0009, Hongzhang Wang, Haoran Dou, Xindi Hu, Yuhao Huang, Nishant Ravikumar, Songcheng Xu, Yuanji Zhang, Yi Xiong, Wufeng Xue, Alejandro F. Frangi, Dong Ni 0001, Litao Sun. mia, 87:102810, 2023. [doi]

Mitral Regurgitation Quantification from Multi-channel Ultrasound Images via Deep LearningKeming Tang, Zhenyi Ge, Rongbo Ling, Jun Cheng 0006, Wufeng Xue, Cuizhen Pan, Xianhong Shu, Dong Ni 0001. miccai 2023: 223-232 [doi]

Pre-operative Survival Prediction of Diffuse Glioma Patients with Joint Tumor SubtypingZhenyu Tang, Zhenyu Zhang, Huabing Liu, Dong Ni 0001, Jing Yan. miccai 2023: 786-795 [doi]

Co-learning of appearance and shape for precise ejection fraction estimation from echocardiographic sequencesHongrong Wei, Junqiang Ma, Yongjin Zhou, Wufeng Xue, Dong Ni 0001. mia, 84:102686, 2023. [doi]

Inflated 3D Convolution-Transformer for Weakly-Supervised Carotid Stenosis Grading with Ultrasound VideosXinrui Zhou, Yuhao Huang, Wufeng Xue, Xin Yang 0009, Yuxin Zou, Qilong Ying, Yuanji Zhang, Jia Liu, Jie Ren, Dong Ni 0001. miccai 2023: 511-520 [doi]

2022

Fine-Grained Correlation Loss for RegressionChaoyu Chen, Xin Yang 0009, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni 0001. miccai 2022: 663-672 [doi]

Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the HipXindi Hu, Limin Wang, Xin Yang 0009, Xu Zhou, Wufeng Xue, Yan Cao, Shengfeng Liu, Yuhao Huang, Shuangping Guo, Ning Shang, Dong Ni 0001, Ning Gu. titb, 26(1):345-358, 2022. [doi]

Boundary-rendering network for breast lesion segmentation in ultrasound imagesRuobing Huang, Mingrong Lin, Haoran Dou, Zehui Lin, Qilong Ying, Xiaohong Jia, Wenwen Xu, Zihan Mei, Xin Yang 0009, Yijie Dong, Jianqiao Zhou, Dong Ni 0001. mia, 80:102478, 2022. [doi]

Personalized Diagnostic Tool for Thyroid Cancer Classification Using Multi-view UltrasoundHan Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni 0001, Jun Cheng, Ruobing Huang. miccai 2022: 665-674 [doi]

Extracting keyframes of breast ultrasound video using deep reinforcement learningRuobing 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 0001. mia, 80:102490, 2022. [doi]

Online Reflective Learning for Robust Medical Image SegmentationYuhao Huang, Xin Yang 0009, Xiaoqiong Huang, Jiamin Liang, Xinrui Zhou, Cheng Chen, Haoran Dou, Xindi Hu, Yan Cao, Dong Ni 0001. miccai 2022: 652-662 [doi]

Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesisJiamin Liang, Xin Yang 0009, Yuhao Huang, Haoming Li 0008, Shuangchi He, Xindi Hu, Zejian Chen, Wufeng Xue, Jun Cheng, Dong Ni 0001. mia, 79:102461, 2022. [doi]

Weakly-Supervised High-Fidelity Ultrasound Video Synthesis with Feature DecouplingJiamin Liang, Xin Yang 0009, Yuhao Huang, Kai Liu, Xinrui Zhou, Xindi Hu, Zehui Lin, Huanjia Luo, Yuanji Zhang, Yi Xiong, Dong Ni 0001. miccai 2022: 310-319 [doi]

Masked Video Modeling with Correlation-Aware Contrastive Learning for Breast Cancer Diagnosis in UltrasoundZehui Lin, Ruobing Huang, Dong Ni 0001, Jiayi Wu, Baoming Luo. miccai 2022: 105-114 [doi]

Multimodal Brain Tumor Segmentation Using Contrastive Learning Based Feature Comparison with Monomodal Normal Brain ImagesHuabing Liu, Dong Ni 0001, Dinggang Shen, Jinda Wang, Zhenyu Tang. miccai 2022: 118-127 [doi]

NAS-optimized topology-preserving transfer learning for differentiating cortical folding patternsShengfeng Liu, Fangfei Ge, Lin Zhao, Tianfu Wang, Dong Ni 0001, Tianming Liu. mia, 77:102316, 2022. [doi]

Deep Motion Network for Freehand 3D Ultrasound ReconstructionMingyuan Luo, Xin Yang 0009, Hongzhang Wang, Liwei Du, Dong Ni 0001. miccai 2022: 290-299 [doi]

HASA: Hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound imagesJikuan Qian, Rui Li 0038, Xin Yang 0009, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni 0001, Jun Cheng. eswa, 202:117242, 2022. [doi]

AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance imagesKai-Ni Wang, Xin Yang 0009, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni 0001. mia, 77:102362, 2022. [doi]

Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced SegmentationWufeng Xue, Heng Cao, Junqiang Ma, Ti Bai, Tianfu Wang, Dong Ni 0001. titb, 26(12):6105-6115, 2022. [doi]

Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial AttentionWufeng Xue, Zejian Chen, Tianfu Wang, Shuo Li 0001, Dong Ni 0001. titb, 26(7):3116-3126, 2022. [doi]

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual NormalizationZiqi Zhou, Lei Qi 0001, Xin Yang 0009, Dong Ni 0001, Yinghuan Shi. cvpr 2022: 20824-20833 [doi]

Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D UltrasoundYuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang 0009, Jikuan Qian, Chaojiong Zhen, Xiaodan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro F. Frangi, Dong Ni 0001. miccai 2022: 300-309 [doi]

2021

Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasoundXin Yang 0009, Haoming Li 0008, Yi Wang 0040, Xiaowen Liang, Chaoyu Chen, Xu Zhou, Fengyi Zeng, Jinghui Fang, Alejandro Frangi, Zhiyi Chen, Dong Ni 0001. mia, 73:102134, 2021. [doi]

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal UltrasoundShuangchi He, Zehui Lin, Xin Yang 0009, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni 0001. miccai 2021: 190-198 [doi]

Flip Learning: Erase to SegmentYuhao Huang, Xin Yang 0009, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi, Jianqiao Zhou, Dong Ni 0001. miccai 2021: 493-502 [doi]

Style Curriculum Learning for Robust Medical Image SegmentationZhendong Liu, Manh The Van, Xin Yang 0009, Xiaoqiong Huang, Karim Lekadir, Víctor M. Campello, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni 0001. miccai 2021: 451-460 [doi]

BrcaSeg: A Deep Learning Approach for Tissue Quantification and Genomic Correlations of Histopathological ImagesZixiao Lu, Xiaohui Zhan, Yi Wu, Jun Cheng, Wei Shao 0005, Dong Ni 0001, Zhi Han, Jie Zhang 0010, Qianjin Feng, Kun Huang 0001. gpb, 19(6):1032-1042, 2021. [doi]

Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound ReconstructionMingyuan Luo, Xin Yang 0009, Xiaoqiong Huang, Yuhao Huang, Yuxin Zou, Xindi Hu, Nishant Ravikumar, Alejandro F. Frangi, Dong Ni 0001. miccai 2021: 201-210 [doi]

Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical ImagesGuangquan Zhou, Juzheng Miao, Xin Yang 0009, Rui Li, En-Ze Huo, Wenlong Shi, Yuhao Huang, Jikuan Qian, Chaoyu Chen, Dong Ni 0001. titb, 25(10):3854-3864, 2021. [doi]

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