| Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information W Xue, C Cao, J Liu, Y Duan, H Cao, J Wang, X Tao, Z Chen, M Wu, ... Medical image analysis 69, 101975, 2021 | 55 | 2021 |
| VP-Nets: Efficient automatic localization of key brain structures in 3D fetal neurosonography R Huang, W Xie, JA Noble Medical image analysis 47, 127-139, 2018 | 42 | 2018 |
| Omni-supervised learning: scaling up to large unlabelled medical datasets R Huang, JA Noble, AIL Namburete Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 36 | 2018 |
| Modeling and characterization of the implant intra-body communication based on capacitive coupling using a transfer function method K Zhang, Q Hao, Y Song, J Wang, R Huang, Y Liu Sensors 14 (1), 1740-1756, 2014 | 33 | 2014 |
| AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound R Huang, Z Lin, H Dou, J Wang, J Miao, G Zhou, X Jia, W Xu, Z Mei, ... Medical image analysis 72, 102137, 2021 | 30 | 2021 |
| Boundary-rendering network for breast lesion segmentation in ultrasound images R Huang, M Lin, H Dou, Z Lin, Q Ying, X Jia, W Xu, Z Mei, X Yang, Y Dong, ... Medical image analysis 80, 102478, 2022 | 29 | 2022 |
| Searching collaborative agents for multi-plane localization in 3D ultrasound X Yang, Y Huang, R Huang, H Dou, R Li, J Qian, X Huang, W Shi, C Chen, ... Medical Image Analysis 72, 102119, 2021 | 28 | 2021 |
| Agent with warm start and adaptive dynamic termination for plane localization in 3D ultrasound X Yang, H Dou, R Huang, W Xue, Y Huang, J Qian, Y Zhang, H Luo, ... IEEE Transactions on Medical Imaging 40 (7), 1950-1961, 2021 | 20 | 2021 |
| Auto-weighting for breast cancer classification in multimodal ultrasound J Wang, J Miao, X Yang, R Li, G Zhou, Y Huang, Z Lin, W Xue, X Jia, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 19 | 2020 |
| Automated fetal brain extraction from clinical ultrasound volumes using 3D convolutional neural networks F Moser, R Huang, AT Papageorghiou, BW Papież, AIL Namburete Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019 …, 2020 | 18 | 2020 |
| Extracting keyframes of breast ultrasound video using deep reinforcement learning R Huang, Q Ying, Z Lin, Z Zheng, L Tan, G Tang, Q Zhang, M Luo, X Yi, ... Medical Image Analysis 80, 102490, 2022 | 17 | 2022 |
| Region proposal network with graph prior and IoU-balance loss for landmark detection in 3D ultrasound C Chen, X Yang, R Huang, W Shi, S Liu, M Lin, Y Huang, Y Yang, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1-5, 2020 | 15 | 2020 |
| Multi-attribute attention network for interpretable diagnosis of thyroid nodules in ultrasound images VT Manh, J Zhou, X Jia, Z Lin, W Xu, Z Mei, Y Dong, X Yang, R Huang, ... IEEE transactions on ultrasonics, ferroelectrics, and frequency control 69 …, 2022 | 14 | 2022 |
| BEAN: brain extraction and alignment network for 3D fetal neurosonography F Moser, R Huang, BW Papież, AIL Namburete, ... NeuroImage 258, 119341, 2022 | 11 | 2022 |
| Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data: MICCAI 2020 Challenges, ABCs 2020, L2R 2020, TN-SCUI 2020, Held in Conjunction with … N Shusharina, MP Heinrich, R Huang Springer Nature, 2021 | 10 | 2021 |
| Contrastive rendering for ultrasound image segmentation H Li, X Yang, J Liang, W Shi, C Chen, H Dou, R Li, R Gao, G Zhou, J Fang, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 9 | 2020 |
| Learning to segment key clinical anatomical structures in fetal neurosonography informed by a region-based descriptor R Huang, A Namburete, A Noble Journal of Medical Imaging 5 (1), 014007-014007, 2018 | 9 | 2018 |
| Personalized diagnostic tool for thyroid cancer classification using multi-view ultrasound H Huang, Y Dong, X Jia, J Zhou, D Ni, J Cheng, R Huang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 8 | 2022 |
| Hasa: hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound images J Qian, R Li, X Yang, Y Huang, M Luo, Z Lin, W Hong, R Huang, H Fan, ... Expert Systems with Applications 202, 117242, 2022 | 8 | 2022 |
| An automated CNN-based 3D anatomical landmark detection method to facilitate surface-based 3D facial shape analysis R Huang, M Suttie, JA Noble Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and …, 2019 | 6 | 2019 |
