Temporal-Spatial Feature Learning of Dynamic Contrast Enhanced-MR Images via 3D Convolutional Neural Networks. - Xibin Jia; Yujie Xiao; Dawei Yang; Zhenghan Yang; Xiaopei Wang; Yunfeng Liu (IGTA, 2018)

Style Consistency Constrained Fusion Feature Learning for Liver Tumor Segmentation. - Yunfeng Liu; Xibin Jia; Zhenghan Yang; Dawei Yang (PRCV (3), 2019)

Multi-parametric MRIs based assessment of Hepatocellular Carcinoma Differentiation with Multi-scale ResNet. - Xibin Jia; Yujie Xiao; Dawei Yang; Zhenghan Yang; Chen Lu (KSII Trans. Internet Inf. Syst., 2019)

Automatic Cerebral Artery System Labeling Using Registration and Key Points Tracking. - Mengjun Shen; Jianyong Wei; Jitao Fan; Jianlong Tan; Zhenchang Wang; Zhenghan Yang; Penggang Qiao; Fangzhou Liao (KSEM (1), 2020)

A Natural Language Processing Pipeline of Chinese Free-Text Radiology Reports for Liver Cancer Diagnosis. - Honglei Liu; Yan Xu; Zhiqiang Zhang; Ni Wang; Yanqun Huang; Yanjun Hu; Zhenghan Yang; Rui Jiang 001; Hui Chen 010 (IEEE Access, 2020)

Deep learning analysis in coronary computed tomographic angiography imaging for the assessment of patients with coronary artery stenosis. - Dan Han; Jiayi Liu; Zhonghua Sun 002; Yu Cui; Yi He; Zhenghan Yang (Comput. Methods Programs Biomed., 2020)

A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis. - Honglei Liu; Yan Xu; Zhiqiang Zhang; Ni Wang; Yanqun Huang; Zhenghan Yang; Rui Jiang 001; Hui Chen 010 (CoRR, 2020)

Multi-modality self-attention aware deep network for 3D biomedical segmentation. - Xibin Jia; Yunfeng Liu; Zhenghan Yang; Dawei Yang (BMC Medical Informatics Decis. Mak., 2020)

Feasibility study of simultaneous multislice diffusion kurtosis imaging with different acceleration factors in the liver. - Hui Xu; Nan Zhang; Dawei Yang; Ahong Ren; Hao Ren; Qian Zhang; Jin-Xia Zhu; Gui-Jin Li; Zhenghan Yang (BMC Medical Imaging, 2021)

Comparison of reader agreement, correlation with liver biopsy, and time-burden sampling strategies for liver proton density fat fraction measured using magnetic resonance imaging in patients with obesity: a secondary cross-sectional study. - Di Cao; Mengyi Li; Yang Liu; He Jin; Dawei Yang; Hui Xu; Han Lv; Jia Liu; Peng Zhang; Zhongtao Zhang; Zhenghan Yang (BMC Medical Imaging, 2022)

Artificial intelligence stenosis diagnosis in coronary CTA: effect on the performance and consistency of readers with less cardiovascular experience. - Xianjun Han; Nan Luo; Lixue Xu; Jiaxin Cao; Ning Guo; Yi He; Min Hong; Xibin Jia; Zhenchang Wang; Zhenghan Yang (BMC Medical Imaging, 2022)

Preoperatively predicting early response of HCC to TACE using clinical indicators and MRI features. - Zhi-Wei Li; Ahong Ren; Dawei Yang; Hui Xu; Jian Wei; Chun-Wang Yuan; Zhenchang Wang; Zhenghan Yang (BMC Medical Imaging, 2022)

Motion artefact reduction in coronary CT angiography images with a deep learning method. - Pengling Ren; Yi He; Yi Zhu; Tingting Zhang; Jiaxin Cao; Zhenchang Wang; Zhenghan Yang (BMC Medical Imaging, 2022)

Agreement and correlation of abdominal skeletal muscle area measured by CT and MR imaging in cirrhotic patients. - Zhengyu Xu; Jia Luo; Dawei Yang; Hui Xu; Jidong Jia; Zhenghan Yang (BMC Medical Imaging, 2022)

Boundary-Aware Dual Attention Guided Liver Segment Segmentation Model. - Xibin Jia; Chen Qian; Zhenghan Yang; Hui Xu; Xianjun Han; Hao Ren; Xinru Wu; Boyang Ma; Dawei Yang; Hong Min (KSII Trans. Internet Inf. Syst., 2022)

Automatic text classification of actionable radiology reports of tinnitus patients using bidirectional encoder representations from transformer (BERT) and in-domain pre-training (IDPT). - Jia Li 020; Yucong Lin; Pengfei Zhao 002; Wenjuan Liu; Linkun Cai; Jing Sun; Lei Zhao; Zhenghan Yang; Hong Song 003; Han Lv; Zhenchang Wang (BMC Medical Informatics Decis. Mak., 2022)

A Multimodality-Contribution-Aware TripNet for Histologic Grading of Hepatocellular Carcinoma. - Xibin Jia; Zheng Sun; Qing Mi; Zhenghan Yang; Dawei Yang (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Evaluation of liver function using Gd-EOB-DTPA-enhanced MRI with T1 mapping. - Boyang Ma; Hui Xu; Xinru Wu; Wenyan Zhu; Xinjun Han; Jiahui Jiang; Yuxin Wang; Dawei Yang; Hao Ren; Zhenghan Yang (BMC Medical Imaging, 2023)

MRI-based radiomics model and nomogram for predicting the outcome of locoregional treatment in patients with hepatocellular carcinoma. - Yuxin Wang; Zhenhao Liu; Hui Xu; Dawei Yang; Jiahui Jiang; Himeko Asayo; Zhenghan Yang (BMC Medical Imaging, 2023)

A deep learning-based automated algorithm for labeling coronary arteries in computed tomography angiography images. - Pengling Ren; Yi He; Ning Guo; Nan Luo; Fang Li; Zhenchang Wang; Zhenghan Yang (BMC Medical Informatics Decis. Mak., 2023)

Dual states based reinforcement learning for fast MR scan and image reconstruction. - Yiming Liu; Yanwei Pang; Xuebin Sun; Yonghong Hou; Zhenghan Yang; Zhenchang Wang (Neurocomputing, 2024)

Preoperative evaluation of microvascular invasion in hepatocellular carcinoma with a radiological feature-based nomogram: a bi-centre study. - Yuhui Deng; Dawei Yang; Xianzheng Tan; Hui Xu; Lixue Xu; Ahong Ren; Peng Liu; Zhenghan Yang (BMC Medical Imaging, 2024)

SPENet: Self-guided Prototype Enhancement Network for Few-Shot Medical Image Segmentation. - Chao Fan 001; Xibin Jia; Anqi Xiao; Hongyuan Yu; Zhenghan Yang; Dawei Yang; Hui Xu; Yan Huang 008; Liang Wang 001 (MICCAI (5), 2025)

Multi-scale Main-auxiliary MRI Sequences Fusion Based U-Net for Focal Lesion Segmentation. - Xibin Jia; Chuanxu Yang; Yifan Yang; Chen Qian; Luo Wang; Zhenghan Yang; Hui Xu; Xianjun Han; Hao Ren; Xinru Wu; Boyang Ma; Dawei Yang (KSII Trans. Internet Inf. Syst., 2025)

Stapes footplate's posterior border protrudes the vestibule in healthy ears: anatomical insights from ultra-high-resolution CT. - Ruowei Tang; Ning Xu; Zhengyu Zhang; Zhongrui Chen; Heyu Ding; Zhenghan Yang; Zhenchang Wang; Pengfei Zhao 002 (BMC Medical Imaging, 2025)

Machine learning model based on preoperative MRI and clinical data for predicting pancreatic fistula after pancreaticoduodenectomy. - Piao Yan; Kuinan Tong; Zhenhao Liu; Tianxin Cheng; Xiaoyang Li; Zhixiang Wang; Hongwei Wu; Kun Liu; Hui Xu; Zhenghan Yang (BMC Medical Imaging, 2025)

Semi-supervised boundary-aware medical image segmentation via symmetric boundary-foreground collaboration. - Xibin Jia; Wang Zhang; Luo Wang; Chuanxu Yang; Xunjie Yin; Hao Jia; Yiming Zheng; Zhenghan Yang; Dawei Yang; Min Hong; Hui Xu (Expert Syst. Appl., 2026)