Ruobing Huang

61 papers B 1Journal 41Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
AviationCopilot: Building a reliable LLM-based Aviation Copilot inspired by human pilot training.
Adv. Eng. Informatics
Zhuorui Zhang, Shanshan Feng, Tiance Yang, Ruobing Huang, Hao Wang, Fu Wang, Fan Li
2026 J jnl
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification.
Int. J. Comput. Vis.
Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Alejandro F. Frangi, Ruobing Huang, Jun Cheng, Xiaomeng Li, Wufeng Xue, Dong Ni
2026 J jnl
Projection-based tokenization with Pseudo feature learning for ovarian lesion segementation in ultrasound images.
Neural Networks
Yanlin Chen, Yuhan Zhang, Ruobing Huang, Ao Chang, Jian Wang, Jianhua Zhou, Dong Ni
2026 — ed.
Simplifying Medical Ultrasound - 6th International Workshop, ASMUS 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 28, 2025, Proceedings
ASMUS@MICCAI
Dong Ni, J. Alison Noble, Ruobing Huang, Wufeng Xue
2025 J jnl
CataractSurg-80K: Knowledge-Driven Benchmarking for Structured Reasoning in Ophthalmic Surgery Planning.
CoRR
Yang Meng, Zewen Pan, Yandi Lu, Ruobing Huang, Yanfeng Liao, Jiarui Yang
2025 B conf
Cognitive Support in Aviation Operations Utilizing Multimodal Large Language Models.
IJCNN
Ruobing Huang, Shanshan Feng, Fan Li, Caishun Chen, Yew Soon Ong
2025 J jnl
Enhancing lesion detection in automated breast ultrasound using unsupervised multi-view contrastive learning with 3D DETR.
Medical Image Anal.
Xing Tao, Yan Cao, Yanhui Jiang, Xiaoxi Wu, Dan Yan, Wen Xue, Shulian Zhuang, Xin Yang, Ruobing Huang, Jianxing Zhang, Dong Ni
2025 J jnl
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound.
CoRR
Yuhao Huang, Ao Chang, Haoran Dou, Xing Tao, Xinrui Zhou, Yan Cao, Ruobing Huang, Alejandro F. Frangi, Lingyun Bao, Xin Yang, Dong Ni
2025 J jnl
Market versus optimum allocation in open economies.
J. Econ. Theory
Peter H. Egger, Ruobing Huang
2025 J jnl
P2ED: A four-quadrant framework for progressive prompt enhancement in 3D interactive medical imaging segmentation.
Neural Networks
Ao Chang, Xing Tao, Yuhao Huang, Xin Yang, Jiajun Zeng, Xinrui Zhou, Ruobing Huang, Dong Ni
2025 — conf
Subtyping Breast Lesions via Generative Augmentation Based Long-Tailed Recognition in Ultrasound.
MICCAI (8)
Shijing Chen, Xinrui Zhou, Yuhao Wang, Yuhao Huang, Ao Chang, Dong Ni, Ruobing Huang
2025 J jnl
Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound.
CoRR
Shijing Chen, Xinrui Zhou, Yuhao Wang, Yuhao Huang, Ao Chang, Dong Ni, Ruobing Huang
2025 J jnl
Subtyping breast lesions via collective intelligence based long-tailed recognition in ultrasound.
Medical Image Anal.
Ruobing Huang, Yinyu Ye, Ao Chang, Han Huang, Zijie Zheng, Long Tan, Guoxue Tang, Man Luo, Xiuwen Yi, Pan Liu, Jiayi Wu, Baoming Luo, Dong Ni
2024 J jnl
An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss.
Comput. Biol. Medicine
Van Manh, Xiaohong Jia, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni
2024 J jnl
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification.
CoRR
Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing Chen, Ao Chang, Jia Liu, Weiran Long, Jian Zheng, Erjiao Xu, Jie Ren, Ruobing Huang, Jun Cheng, Wufeng Xue, Dong Ni
2024 — conf
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation.
MICCAI (9)
Ao Chang, Jiajun Zeng, Ruobing Huang, Dong Ni
2024 J jnl
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation.
CoRR
Ao Chang, Jiajun Zeng, Ruobing Huang, Dong Ni
2024 — conf
Is Two-Shot All You Need? A Label-Efficient Approach for Video Segmentation in Breast Ultrasound.
ISBI
Jiajun Zeng, Dong Ni, Ruobing Huang
2024 J jnl
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound.
CoRR
Jiajun Zeng, Dong Ni, Ruobing Huang
2024 J jnl
Multi-purposed diagnostic system for ovarian endometrioma using CNN and transformer networks in ultrasound.
Biomed. Signal Process. Control.
Yishuo Li, Baihua Zhao, Lieming Wen, Ruobing Huang, Dong Ni
2024 J jnl
One-Stop Automated Diagnostic System for Carpal Tunnel Syndrome in Ultrasound Images Using Deep Learning.
CoRR
Jiayu Peng, Jiajun Zeng, Manlin Lai, Ruobing Huang, Dong Ni, Zhenzhou Li
2024 J jnl
TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound.
CoRR
Yinyu Ye, Shijing Chen, Dong Ni, Ruobing Huang
2024 — conf
Triaug: Out-Of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound.
ISBI
Yinyu Ye, Shijing Chen, Dong Ni, Ruobing Huang
2023 — conf
Hierarchical Agent-Based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video.
ISBI
Sijing Liu, Qilong Ying, Shuangchi He, Xin Yang, Dong Ni, Ruobing Huang
2023 J jnl
Hierarchical Agent-based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video.
CoRR
Sijing Liu, Qilong Ying, Shuangchi He, Xin Yang, Dong Ni, Ruobing Huang
2023 — conf
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation.
MLMI@MICCAI (1)
Ao Chang, Xing Tao, Xin Yang, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni
2023 J jnl
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation.
CoRR
Ao Chang, Xing Tao, Xin Yang, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni
2022 J jnl
BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography.
NeuroImage
Felipe Moser, Ruobing Huang, INTERGROWTH-21 Consortium, Bartlomiej W. Papiez, Ana I. L. Namburete
2022 J jnl
Boundary-rendering network for breast lesion segmentation in ultrasound images.
Medical Image Anal.
Ruobing Huang, Mingrong Lin, Haoran Dou, Zehui Lin, Qilong Ying, Xiaohong Jia, Wenwen Xu, Zihan Mei, Xin Yang, Yijie Dong, Jianqiao Zhou, Dong Ni
2022 J jnl
Extracting keyframes of breast ultrasound video using deep reinforcement learning.
Medical Image Anal.
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
2022 — conf
Fine-Grained Correlation Loss for Regression.
MICCAI (8)
Chaoyu Chen, Xin Yang, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni
2022 J jnl
Fine-grained Correlation Loss for Regression.
CoRR
Chaoyu Chen, Xin Yang, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni
2022 J jnl
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images.
CoRR
Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng
2022 J jnl
HASA: Hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound images.
Expert Syst. Appl.
Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng
2022 — conf
Masked Video Modeling with Correlation-Aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound.
REMIA@MICCAI
Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo
2022 J jnl
Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound.
CoRR
Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo
2022 — conf
Personalized Diagnostic Tool for Thyroid Cancer Classification Using Multi-view Ultrasound.
MICCAI (3)
Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang
2022 J jnl
Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound.
CoRR
Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang
2021 J jnl
AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound.
Medical Image Anal.
Ruobing Huang, Zehui Lin, Haoran Dou, Jian Wang, Juzheng Miao, Guangquan Zhou, Xiaohong Jia, Wenwen Xu, Zihan Mei, Yijie Dong, Xin Yang, Jianqiao Zhou, Dong Ni
2021 J jnl
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
IEEE Trans. Medical Imaging
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
2021 J jnl
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
CoRR
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
2021 J jnl
Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information.
Medical Image Anal.
Wufeng Xue, Chunyan Cao, Jie Liu, Yilian Duan, Haiyan Cao, Jian Wang, Xumin Tao, Zejian Chen, Meng Wu, Jinxiang Zhang, Hui Sun, Yang Jin, Xin Yang, Ruobing Huang, Feixiang Xiang, Yue Song, Manjie You, Wen Zhang, Mingxing Xie
2021 J jnl
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound.
CoRR
Xin Yang, Yuhao Huang, Ruobing Huang, Haoran Dou, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Chaoyu Chen, Yuanji Zhang, Haixia Wang, Yi Xiong, Dong Ni
2021 J jnl
Searching collaborative agents for multi-plane localization in 3D ultrasound.
Medical Image Anal.
Xin Yang, Yuhao Huang, Ruobing Huang, Haoran Dou, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Chaoyu Chen, Yuanji Zhang, Haixia Wang, Yi Xiong, Dong Ni
2021 — ed.
Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data - MICCAI 2020 Challenges, ABCs 2020, L2R 2020, TN-SCUI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
MICCAI (Challenges)
Nadya Shusharina, Mattias P. Heinrich, Ruobing Huang
2021 — conf
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound.
MLMI@MICCAI
Shuangchi He, Zehui Lin, Xin Yang, 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
2021 J jnl
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound.
CoRR
Shuangchi He, Zehui Lin, Xin Yang, 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
2020 — conf
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound.
MICCAI (6)
Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni
2020 J jnl
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound.
CoRR
Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni
2020 J jnl
Bridge Segmentation Performance Gap Via Evolving Shape Prior.
IEEE Access
Chaoyu Chen, Xin Yang, Haoran Dou, Ruobing Huang, Xiaoqiong Huang, Xu Wang, Chong Duan, Shengli Li, Wufeng Xue, Pheng-Ann Heng, Dong Ni
2020 — conf
Contrastive Rendering for Ultrasound Image Segmentation.
MICCAI (3)
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 Frangi, Zhiyi Chen, Dong Ni
2020 J jnl
Contrastive Rendering for Ultrasound Image Segmentation.
CoRR
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 Frangi, Zhiyi Chen, Dong Ni
2020 J jnl
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound.
CoRR
Chaoyu Chen, Xin Yang, Ruobing Huang, Wenlong Shi, Shengfeng Liu, Mingrong Lin, Yuhao Huang, Yong Yang, Yuanji Zhang, Huanjia Luo, Yankai Huang, Yi Xiong, Dong Ni
2020 — conf
Region Proposal Network with Graph Prior and Iou-Balance Loss for Landmark Detection in 3D Ultrasound.
ISBI
Chaoyu Chen, Xin Yang, Ruobing Huang, Wenlong Shi, Shengfeng Liu, Mingrong Lin, Yuhao Huang, Yong Yang, Yuanji Zhang, Huanjia Luo, Yankai Huang, Yi Xiong, Dong Ni
2019 — conf
An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis.
UNSURE/CLIP@MICCAI
Ruobing Huang, Michael Suttie, J. Alison Noble
2019 — conf
Automated Fetal Brain Extraction from Clinical Ultrasound Volumes Using 3D Convolutional Neural Networks.
MIUA
Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete
2019 J jnl
Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks.
CoRR
Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete
2018 — conf
Omni-Supervised Learning: Scaling Up to Large Unlabelled Medical Datasets.
MICCAI (1)
Ruobing Huang, J. Alison Noble, Ana I. L. Namburete
2018 J jnl
VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography.
Medical Image Anal.
Ruobing Huang, Weidi Xie, J. Alison Noble
2015 — conf
Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images.
MIUA
Ruobing Huang, Ana I. L. Namburete, Mohammad Yaqub, J. Alison Noble
2014 J jnl
Modeling and Characterization of the Implant Intra-Body Communication Based on Capacitive Coupling Using a Transfer Function Method.
Sensors
Kai Zhang, Qun Hao, Yong Song, Jingwen Wang, Ruobing Huang, Yue Liu