Xiujian Liu

Medicine · Health Sciences

10h-index368citations54works2.82yr avg
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Research Topics

Cardiac Imaging and Diagnostics(18), Coronary Interventions and Diagnostics(17), Cardiovascular Function and Risk Factors(9), Medical Image Segmentation Techniques(8), Mechanical Circulatory Support Devices(7)

Publications54 total

Structure-constrained Language-informed Diffusion Model for Unpaired Low-dose Computed Tomography Angiography Reconstruction
arXiv (Cornell University)·2026Open Access
Structure-constrained Language-informed Diffusion Model for Unpaired Low-dose Computed Tomography Angiography Reconstruction
ArXiv.org·2026Open Access
Dynamical multi-order responses and global semantic-infused adversarial learning: A robust airway segmentation method
Medical Image Analysis·2025Open Access
A multiomics study uncovers the immune-enhancing effects and mechanisms of Zhenqi granules
Animal Diseases·2025Open Access
Physics-encoded neural network via multi-scale tree-structured graph representation for assessing cardiovascular hemodynamics
Expert Systems with Applications·2025
A Meta-Learning Approach for Multicenter and Small-Data Single-Cell Image Analysis
Analytical Chemistry·2025· 1 cited
EzrA promotes Z-ring formation through interaction of its QNR motif with FtsA
Journal of Bacteriology·2025Open Access
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
arXiv (Cornell University)·2025Open Access
AI-Based Physics Geometry Adaptation Framework for Accurate and Generalizable Hemodynamic Modeling
2025Open Access
Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images
Computer Methods and Programs in Biomedicine·2025· 1 cited
FedMDD: Multi-deliberation based calibration for federated long-tailed learning
Knowledge-Based Systems·2025· 6 cited
Advancing congenital heart defects screening from chest X-ray with multi-organ feature consistency and fusion learning
Expert Systems with Applications·2025
Identification of essential genes by transposon insertion sequencing and genome-scale metabolic model construction in <i>Streptococcus suis</i>
Microbiology Spectrum·2025· 4 citedOpen Access
FedHNR: Federated hierarchical resilient learning for echocardiogram segmentation with annotation noise
Expert Systems with Applications·2025· 6 cited
Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography
Medical Image Analysis·2025· 6 cited
NUMERICAL SIMULATION OF TRANSIENT EDGE VASCULAR RESPONSE THROUGH VIRTUAL STENTING DEPLOYMENT WITHIN PATIENT-SPECIFIC CORONARY ARTERIES
Journal of Mechanics in Medicine and Biology·2024
Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow
IEEE Transactions on Biomedical Engineering·2024· 3 cited
Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics
Expert Systems with Applications·2024· 9 cited
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework
Computerized Medical Imaging and Graphics·2024· 8 cited
Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging
IEEE Transactions on Medical Imaging·2024· 7 cited
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Frequent Co-authors

Zhifan Gao(19), Heye Zhang(13), Chuangye Xu(12), Guanghui Wu(9), Changyan Lin(8), Xiaotong Hou(6), Chen Chen(6), Heye Zhang(5), Peng Yang(5), Haiyang Li(5), Yuna He(4), Guanghui Han(4), Guang Yang(4), Baihong Xie(4), Lei Xu(3), Lixia Shu(3), Dhanjoo N. Ghista(3), William Kongto Hau(3), Lin Xu(3), Jing Wang(3)