Ruobing Huang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Topics

Breast Ultrasound

Ultrasound Images

Robust Classification

Corpus Callosum

Top Venues

Medical Image Anal.

Publications

Yinyu Ye, Shijing Chen, Dong Ni, Ruobing Huang
TriAug: Out-of-Distribution Detection for Robust Classification of Imbalanced Breast Lesion in Ultrasound. CoRR (2024)
Van Manh, Xiaohong Jia, Wufeng Xue, Wenwen Xu, Zihan Mei, Yijie Dong, Jianqiao Zhou, Ruobing Huang, Dong Ni
An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss. Comput. Biol. Medicine 171 (2024)
Yishuo Li, Baihua Zhao, Lieming Wen, Ruobing Huang, Dong Ni
Multi-purposed diagnostic system for ovarian endometrioma using CNN and transformer networks in ultrasound. Biomed. Signal Process. Control. 91 (2024)
Jiayu Peng, Jiajun Zeng, Manlin Lai, Ruobing Huang, Dong Ni, Zhenzhou Li
One-Stop Automated Diagnostic System for Carpal Tunnel Syndrome in Ultrasound Images Using Deep Learning. CoRR (2024)
Jiajun Zeng, Ruobing Huang, Dong Ni
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound. CoRR (2024)
Sijing Liu, Qilong Ying, Shuangchi He, Xin Yang, Dong Ni, Ruobing Huang
Hierarchical Agent-Based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video. ISBI (2023)
Sijing Liu, Qilong Ying, Shuangchi He, Xin Yang, Dong Ni, Ruobing Huang
Hierarchical Agent-based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video. CoRR (2023)
Ao Chang, Xing Tao, Xin Yang, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation. MLMI@MICCAI (1) (2023)
Ao Chang, Xing Tao, Xin Yang, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation. CoRR (2023)
Felipe Moser, Ruobing Huang, INTERGROWTH-21 Consortium, Bartlomiej W. Papiez, Ana I. L. Namburete
BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography. NeuroImage 258 (2022)
Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng
HASA: Hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound images. Expert Syst. Appl. 202 (2022)
Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang
Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound. CoRR (2022)
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
Fine-Grained Correlation Loss for Regression. MICCAI (8) (2022)
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
Extracting keyframes of breast ultrasound video using deep reinforcement learning. Medical Image Anal. 80 (2022)
Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang
Personalized Diagnostic Tool for Thyroid Cancer Classification Using Multi-view Ultrasound. MICCAI (3) (2022)
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
Fine-grained Correlation Loss for Regression. CoRR (2022)
Ruobing Huang, Mingrong Lin, Haoran Dou, Zehui Lin, Qilong Ying, Xiaohong Jia, Wenwen Xu, Zihan Mei, Xin Yang, Yijie Dong, Jianqiao Zhou, Dong Ni
Boundary-rendering network for breast lesion segmentation in ultrasound images. Medical Image Anal. 80 (2022)
Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo
Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound. CoRR (2022)
Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images. CoRR (2022)
Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo
Masked Video Modeling with Correlation-Aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound. REMIA@MICCAI (2022)
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
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. MLMI@MICCAI (2021)
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
AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound. Medical Image Anal. 72 (2021)
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
Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information. Medical Image Anal. 69 (2021)
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
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound. CoRR (2021)
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
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. CoRR (2021)
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
Searching collaborative agents for multi-plane localization in 3D ultrasound. Medical Image Anal. 72 (2021)
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound. CoRR (2021)
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound. IEEE Trans. Medical Imaging 40 (7) (2021)
Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound. CoRR (2020)
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
Contrastive Rendering for Ultrasound Image Segmentation. MICCAI (3) (2020)
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
Region Proposal Network with Graph Prior and Iou-Balance Loss for Landmark Detection in 3D Ultrasound. ISBI (2020)
Chaoyu Chen, Xin Yang, Haoran Dou, Ruobing Huang, Xiaoqiong Huang, Xu Wang, Chong Duan, Shengli Li, Wufeng Xue, Pheng-Ann Heng, Dong Ni
Bridge Segmentation Performance Gap Via Evolving Shape Prior. IEEE Access 8 (2020)
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
Contrastive Rendering for Ultrasound Image Segmentation. CoRR (2020)
Jian Wang, Juzheng Miao, Xin Yang, Rui Li, Guangquan Zhou, Yuhao Huang, Zehui Lin, Wufeng Xue, Xiaohong Jia, Jianqiao Zhou, Ruobing Huang, Dong Ni
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound. MICCAI (6) (2020)
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
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound. CoRR (2020)
Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete
Automated Fetal Brain Extraction from Clinical Ultrasound Volumes Using 3D Convolutional Neural Networks. MIUA (2019)
Ruobing Huang, Michael Suttie, J. Alison Noble
An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis. UNSURE/CLIP@MICCAI (2019)
Felipe Moser, Ruobing Huang, Aris T. Papageorghiou, Bartlomiej W. Papiez, Ana I. L. Namburete
Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks. CoRR (2019)
Ruobing Huang, Weidi Xie, J. Alison Noble
VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography. Medical Image Anal. 47 (2018)
Ruobing Huang, J. Alison Noble, Ana I. L. Namburete
Omni-Supervised Learning: Scaling Up to Large Unlabelled Medical Datasets. MICCAI (1) (2018)
Ruobing Huang, Ana I. L. Namburete, Mohammad Yaqub, J. Alison Noble
Automated Mid-sagittal Plane Selection for Corpus Callosum Visualization in 3D Ultrasound Images. MIUA (2015)
Kai Zhang, Qun Hao, Yong Song, Jingwen Wang, Ruobing Huang, Yue Liu
Modeling and Characterization of the Implant Intra-Body Communication Based on Capacitive Coupling Using a Transfer Function Method. Sensors 14 (1) (2014)