Xiujian Liu

27 papers Journal 25Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Corrigendum to "Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images" [Computer Methods and Programs in Biomedicine 269 (2025) 108872].
Comput. Methods Programs Biomed.
Xiangling Lai, Xiaofei Xue, Zhifan Gao, Baihong Xie, Heye Zhang, Dong Yong, Haibo Jia, Xiujian Liu
2026 J jnl
Physics-Guided Variational Method for Fractional Flow Reserve Based on Coronary Angiography.
IEEE Trans. Medical Imaging
Qi Zhang, Heye Zhang, Zhifan Gao, Baihong Xie, Zhihui Zhang, Dan Deng, Changnong Peng, Xiaoqing Wang, Xiujian Liu
2026 J jnl
Physics-encoded neural network via multi-scale tree-structured graph representation for assessing cardiovascular hemodynamics.
Expert Syst. Appl.
Anbang Wang, Xiaofei Xue, Zhifan Gao, Zhihui Zhang, Dan Deng, Xiujian Liu
2026 J jnl
Structure-constrained Language-informed Diffusion Model for Unpaired Low-dose Computed Tomography Angiography Reconstruction.
CoRR
Genyuan Zhang, Zihao Wang, Zhifan Gao, Lei Xu, Zhen Zhou, Haijun Yu, Jianjia Zhang, Xiujian Liu, Weiwei Zhang, Shaoyu Wang, Huazhu Fu, Fenglin Liu, Weiwen Wu
2025 J jnl
Bi-variational physics-informed operator network for fractional flow reserve curve assessment from coronary angiography.
Medical Image Anal.
Baihong Xie, Heye Zhang, Anbang Wang, Xiujian Liu, Zhifan Gao
2025 J jnl
Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images.
Comput. Methods Programs Biomed.
Xiangling Lai, Xiaofei Xue, Zhifan Gao, Baihong Xie, Heye Zhang, Dong Yong, Haibo Jia, Xiujian Liu
2025 J jnl
Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow.
IEEE Trans. Biomed. Eng.
Anbang Wang, Heye Zhang, Baihong Xie, Zhifan Gao, Yong Dong, Changnong Peng, Xiujian Liu
2025 J jnl
Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography.
Medical Image Anal.
Wanli Ding, Heye Zhang, Xiujian Liu, Zhenxuan Zhang, Shuxin Zhuang, Zhifan Gao, Lin Xu
2025 J jnl
Temporally consistent segmentation of main coronary artery in X-ray coronary angiography sequences.
Expert Syst. Appl.
Xiang Tang, Heye Zhang, Baihong Xie, Xiujian Liu
2024 J jnl
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework.
Comput. Medical Imaging Graph.
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
2024 J jnl
Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging.
IEEE Trans. Medical Imaging
Dong Zhang, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang, Heye Zhang, Zhifan Gao
2024 J jnl
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images.
Comput. Medical Imaging Graph.
Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu
2024 J jnl
Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms.
IEEE Trans. Biomed. Eng.
Shichang Lian, Zhifan Gao, Hui Wang, Xiujian Liu, Lei Xu, Huafeng Liu, Heye Zhang
2024 J jnl
Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation.
IEEE Trans. Biomed. Eng.
Xiaofei Xue, Dan Deng, Heye Zhang, Zhifan Gao, Ping Zhu, William Kongto Hau, Zhihui Zhang, Xiujian Liu
2024 J jnl
Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography.
Comput. Biol. Medicine
Xiujian Liu, Ge Guo, Anbang Wang, Yupeng Wang, Shaomin Chen, Penghui Zhao, Zhaowei Yin, Suxuan Liu, Zhifan Gao, Heye Zhang, Lingyun Zu
2024 J jnl
Scale Mutualized Perception for Vessel Border Detection in Intravascular Ultrasound Images.
IEEE Trans. Comput. Biol. Bioinform.
Xiujian Liu, Tianyuan Feng, Weipeng Liu, Liang Song, Yixuan Yuan, William Kongto Hau, Javier Del Ser, Zhifan Gao
2024 J jnl
Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement.
Expert Syst. Appl.
Jinhui Wu, Heye Zhang, Xiujian Liu, Minhua Lu, Zhifan Gao
2024 J jnl
Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics.
Expert Syst. Appl.
Xiujian Liu, Baihong Xie, Dong Zhang, Heye Zhang, Zhifan Gao, Victor Hugo C. de Albuquerque
2024 — conf
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment.
MICCAI (3)
Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao
2023 J jnl
A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health.
IEEE Internet Things J.
Dong Zhang, Xiujian Liu, Jun Xia, Zhifan Gao, Heye Zhang, Victor Hugo C. de Albuquerque
2023 J jnl
Causal knowledge fusion for 3D cross-modality cardiac image segmentation.
Inf. Fusion
Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
2023 — conf
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment.
MICCAI (7)
Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao
2023 J jnl
Motion estimation based on projective information disentanglement for 3D reconstruction of rotational coronary angiography.
Comput. Biol. Medicine
Xiujian Liu, Si Li, Bin Wang, Lin Xu, Zhifan Gao, Guang Yang
2022 J jnl
A Personalized Pulmonary Circulation Model to Non-Invasively Calculate Fractional Flow Reserve for Artery Stenosis Detection.
IEEE Trans. Biomed. Eng.
Zhenyang Chen, Yu-Ping Zhou, Xiujian Liu, Xin Jiang, Tao Wu, Dhanjoo N. Ghista, Xi-Qi Xu, Heye Zhang, Zhi-Cheng Jing
2022 J jnl
CAFS: An Attention-Based Co-Segmentation Semi-Supervised Method for Nasopharyngeal Carcinoma Segmentation.
Sensors
Yitong Chen, Guanghui Han, Tianyu Lin, Xiujian Liu
2022 J jnl
Lightweight Compound Scaling Network for Nasopharyngeal Carcinoma Segmentation from MR Images.
Sensors
Yi Liu, Guanghui Han, Xiujian Liu
2021 J jnl
DCNet: Densely Connected Deep Convolutional Encoder-Decoder Network for Nasopharyngeal Carcinoma Segmentation.
Sensors
Yang Li, Guanghui Han, Xiujian Liu