3D Lightweight Network for Simultaneous Registration and Segmentation of Organs-at-Risk in CT Images of Head and Neck Cancer. - Bin Huang 021; Yufeng Ye; Ziyue Xu 001; Zongyou Cai; Yan He; Zhangnan Zhong; Lingxiang Liu; Xin Chen 025; Hanwei Chen; Bingsheng Huang (IEEE Trans. Medical Imaging, 2022)

Full Spatial Muscle Fiber Orientation Estimation From Ultrasound Images Using a Multitask Deformable Residual Neural Network. - Bin Huang 021; Zhong Liu 004; Rui Mao 001; Siping Chen; Xin Chen 025 (EMBC, 2023)

Automated Segmentation of Nasopharyngeal Carcinoma Based on Dual-Sequence Magnetic Resonance Imaging Using Self-supervised Learning. - Zongyou Cai; Yufeng Ye; Zhangnan Zhong; Haiwei Lin; Ziyue Xu 001; Bin Huang 021; Wei Deng; Qiting Wu; Kaixin Lei; Jiegeng Lyu; Hanwei Chen; Bingsheng Huang (CMMCA@MICCAI, 2023)

A Style Transfer-Based Augmentation Framework for Improving Segmentation and Classification Performance Across Different Sources in Ultrasound Images. - Bin Huang 021; Ziyue Xu 001; Shing-Chow Chan; Zhong Liu 004; Huiying Wen; Chao Hou; Qicai Huang; Meiqin Jiang; Changfeng Dong; Jie Zeng; Ruhai Zou; Bingsheng Huang; et al. (MICCAI (6), 2023)

Automatic Diagnosis of Significant Liver Fibrosis From Ultrasound B-Mode Images Using a Handcrafted-Feature-Assisted Deep Convolutional Neural Network. - Zhong Liu 004; Bin Huang 021; Huiying Wen; Zhicheng Lu; Qicai Huang; Meiqin Jiang; Changfeng Dong; Yingxia Liu; Xin Chen 025; Haoming Lin (IEEE J. Biomed. Health Informatics, 2023)

Self-supervised learning on dual-sequence magnetic resonance imaging for automatic segmentation of nasopharyngeal carcinoma. - Zongyou Cai; Zhangnan Zhong; Haiwei Lin; Bingsheng Huang; Ziyue Xu 001; Bin Huang 021; Wei Deng; Qiting Wu; Kaixin Lei; Jiegeng Lyu; Yufeng Ye; Hanwei Chen; et al. (Comput. Medical Imaging Graph., 2024)

E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation. - Bin Huang 021; Zhong Liu 004; Huiying Wen; Bingsheng Huang; Xin Chen 025; Shuo Li 001 (MICCAI (14), 2025)

Fully automated segmentation of brain and scalp blood vessels on multi-parametric magnetic resonance imaging using multi-view cascaded networks. - Songxiong Wu; Zilong Huang; Mingyu Wang; Ping Zeng; Biwen Tan; Panying Wang; Bin Huang 021; Naiwen Zhang; Nashan Wu; Ruodai Wu; Yong Chen; Guangyao Wu; et al. (Comput. Methods Programs Biomed., 2025)

An Efficient Domain Knowledge-Guided Semantic Prediction Framework for Pathological Subtypes on the Basis of Radiological Images With Limited Annotations. - Chenglang Yuan; Jianpeng Li; Bin Huang 021; Mingyu Wang; Kangyang Cao; Yanji Luo; Yujian Zou; Shi-Ting Feng; Bingsheng Huang (IEEE Trans. Neural Networks Learn. Syst., 2025)

Source-Resilient Joint Learning Framework for Preserving Stable Generalization on Diverse Ultrasonic Source Scenarios. - Bin Huang 021; Zhong Liu 004; Ziyue Xu 001; Shing-Chow Chan; Huiying Wen; Chao Hou; Qicai Huang; Meiqin Jiang; Changfeng Dong; Jie Zeng; Ruhai Zou; Bingsheng Huang; et al. (IEEE J. Biomed. Health Informatics, 2026)