Xiujian Liu

A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health

Dong Zhang, Xiujian Liu, Jun Xia et al. · IEEE Internet of Things Journal · 2023 · 53 citations

Artificial Intelligence, Engineering, Machine Learning +20

Causal knowledge fusion for 3D cross-modality cardiac image segmentation

Saidi Guo, Xiujian Liu, Heye Zhang et al. · Information Fusion · 2023 · 47 citations

Machine Vision, Machine Learning, Data Science +10

Prediction of coronary plaque progression using biomechanical factors and vascular characteristics based on computed tomography angiography

Xiujian Liu, Guanghui Wu, Chuangye Xu et al. · Computer Assisted Surgery · 2017 · 29 citations · Full text

Effect of plaque compositions on fractional flow reserve in a fluid–structure interaction analysis

Chulin Wu, Xiujian Liu, Dhanjoo N. Ghista et al. · Biomechanics and Modeling in Mechanobiology · 2021 · 20 citations

Fluid–structure Interaction Analysis, Engineering, Fractional Flow Reserve +9

Personalized coronary blood flow model based on CT perfusion to non-invasively calculate fractional flow reserve

Xiaofei Xue, Xiujian Liu, Zhifan Gao et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 19 citations

Vascular Image, Cardiovascular Disease, Medical Imaging +12