DCNet: Densely Connected Deep Convolutional Encoder-Decoder Network for Nasopharyngeal Carcinoma Segmentation. - Yang Li 121; Guanghui Han; Xiujian Liu (Sensors, 2021)

CAFS: An Attention-Based Co-Segmentation Semi-Supervised Method for Nasopharyngeal Carcinoma Segmentation. - Yitong Chen; Guanghui Han; Tianyu Lin; Xiujian Liu (Sensors, 2022)

Lightweight Compound Scaling Network for Nasopharyngeal Carcinoma Segmentation from MR Images. - Yi Liu; Guanghui Han; Xiujian Liu (Sensors, 2022)

A Personalized Pulmonary Circulation Model to Non-Invasively Calculate Fractional Flow Reserve for Artery Stenosis Detection. - Zhenyang Chen; Yu-Ping Zhou; Xiujian Liu; Xin Jiang; Tao Wu; Dhanjoo N. Ghista; Xi-Qi Xu; Heye Zhang; Zhi-Cheng Jing (IEEE Trans. Biomed. Eng., 2022)

Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. - Baihong Xie; Xiujian Liu; Heye Zhang; Chenchu Xu; Tieyong Zeng; Yixuan Yuan; Guang Yang 006; Zhifan Gao (MICCAI (7), 2023)

A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health. - Dong Zhang 012; Xiujian Liu; Jun Xia 002; Zhifan Gao; Heye Zhang; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2023)

Motion estimation based on projective information disentanglement for 3D reconstruction of rotational coronary angiography. - Xiujian Liu; Si Li; Bin Wang; Lin Xu 008; Zhifan Gao; Guang Yang 006 (Comput. Biol. Medicine, 2023)

Causal knowledge fusion for 3D cross-modality cardiac image segmentation. - Saidi Guo; Xiujian Liu; Heye Zhang; Qixin Lin; Lei Xu 037; Changzheng Shi; Zhifan Gao; Antonella Guzzo; Giancarlo Fortino (Inf. Fusion, 2023)

Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. - Qi Zhang; Xiujian Liu; Heye Zhang; Chenchu Xu; Guang Yang 006; Yixuan Yuan; Tao Tan 002; Zhifan Gao (MICCAI (3), 2024)

Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography. - Xiujian Liu; Ge Guo; Anbang Wang; Yupeng Wang; Shaomin Chen; Penghui Zhao; Zhaowei Yin; Suxuan Liu; Zhifan Gao; Heye Zhang; Lingyun Zu (Comput. Biol. Medicine, 2024)

Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. - Chenchu Xu; Xue Wu; Boyan Wang; Jie Chen 025; Zhifan Gao; Xiujian Liu; Heye Zhang (Comput. Medical Imaging Graph., 2024)

Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. - Wenhao Zhong; Heye Zhang; Zhifan Gao; William Kongto Hau; Guang Yang 006; Xiujian Liu; Lin Xu 008 (Comput. Medical Imaging Graph., 2024)

Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. - Xiujian Liu; Baihong Xie; Dong Zhang 012; Heye Zhang; Zhifan Gao; Victor Hugo C. de Albuquerque (Expert Syst. Appl., 2024)

Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement. - Jinhui Wu; Heye Zhang; Xiujian Liu; Minhua Lu; Zhifan Gao (Expert Syst. Appl., 2024)

Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms. - Shichang Lian; Zhifan Gao; Hui Wang 113; Xiujian Liu; Lei Xu 037; Huafeng Liu 003; Heye Zhang (IEEE Trans. Biomed. Eng., 2024)

Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation. - Xiaofei Xue; Dan Deng; Heye Zhang; Zhifan Gao; Ping Zhu; William Kongto Hau; Zhihui Zhang; Xiujian Liu (IEEE Trans. Biomed. Eng., 2024)

Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging. - Dong Zhang 012; Xiujian Liu; Anbang Wang; Hongwei Zhang; Guang Yang 006; Heye Zhang; Zhifan Gao (IEEE Trans. Medical Imaging, 2024)

Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images. - Xiangling Lai; Xiaofei Xue; Zhifan Gao; Baihong Xie; Heye Zhang; Dong Yong; Haibo Jia; Xiujian Liu (Comput. Methods Programs Biomed., 2025)

Temporally consistent segmentation of main coronary artery in X-ray coronary angiography sequences. - Xiang Tang; Heye Zhang; Baihong Xie; Xiujian Liu (Expert Syst. Appl., 2025)

Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography. - Wanli Ding; Heye Zhang; Xiujian Liu; Zhenxuan Zhang; Shuxin Zhuang; Zhifan Gao; Lin Xu 008 (Medical Image Anal., 2025)

Bi-variational physics-informed operator network for fractional flow reserve curve assessment from coronary angiography. - Baihong Xie; Heye Zhang; Anbang Wang; Xiujian Liu; Zhifan Gao (Medical Image Anal., 2025)

Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow. - Anbang Wang; Heye Zhang; Baihong Xie; Zhifan Gao; Yong Dong; Changnong Peng; Xiujian Liu (IEEE Trans. Biomed. Eng., 2025)