Personal Information

Ling Xia, Professor of Department of Biomedical Engineering at Zhejiang University

 

Qualifications

1990.9-1996.1 Ph.D., Biomedical Engineering,Department of Biomedical Engineering, Zhejiang University, China

1983.9-1987.7 B.S., Automation, Department of Electrical Engineering, Zhejiang University, China

 

Research Interests

  1. Heart Modeling and Simulation: Ion-channel-based electromechanical heart modeling and simulation 
  2. Functional Imaging of ECG: Imaging of cardiac electrical activity from body surface potential information, i.e., solution of ECG inverse problem
  3. MRI key technology: MRI gratient coil and RF coil design, MRI parallel imaging

 

Publications

  1. Jiang, Mingfeng,Chen, Yunjiang,Ruan, Dongsheng, et al.An improved low-rank plus sparse unrolling network method for dynamic magnetic resonance imaging[J].MEDICAL PHYSICS,2025,52(01):388-399.DOI:10.1002/mp.17501.
  2. Wang, Xinhong,Liu, Haipeng,Xu, Mengxi, et al.Identifying the cause of cardiac arrest through coronary computed tomography angiography with high heart rate under venoarterial extracorporeal membrane oxygenation support: a case description[J].QUANTITATIVE IMAGING IN MEDICINE AND SURGERY,2024,14(03):2693-2703.DOI:10.21037/qims-23-1425.
  3. Ran, Zhongnan,Jiang, Mingfeng,Li, Yang, et al.Arrhythmia classification based on multi-feature multi-path parallel deep convolutional neural networks and improved focal loss[J].Mathematical Biosciences and Engineering,2024,21(04):5521-5535.DOI:10.3934/mbe.2024243.
  4. Zhao, Jie,Zhu, Minhua,Xia, Ling, et al.A hybrid, nonlinear programming approach for optimizing passive shimming in MRI[J].MEDICAL PHYSICS,2024,51(11):8613-8622.DOI:10.1002/mp.17403.
  5. Jiang, Mingfeng,Bian, Feibiao,Zhang, Jucheng, et al.Myocardial infarction detection method based on the continuous T-wave area feature and multi-lead-fusion deep features[J].PHYSIOLOGICAL MEASUREMENT,2024,45(05).DOI:10.1088/1361-6579/ad46e1.
  6. Fu, Zhenyin,Dong, Ruiqing,Zheng, Huanyong, et al.Progress of Conductivity and Conduction Velocity Measured in Human and Animal Hearts[J].REVIEWS IN CARDIOVASCULAR MEDICINE,2024,25(10).DOI:10.31083/j.rcm2510364.
  7. Ruan, Guohui,Wang, Zhaonian,Liu, Chunyi, et al.Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints[J].IEEE TRANSACTIONS ON MEDICAL IMAGING,2024,43(09):3263-3278.DOI:10.1109/TMI.2024.3391651.
  8. Wang, Xinhong,Xu, Mengxi,Zhu, Huayong, et al.Phantom study of a self-shielded X-ray bone age assessment instrument against scattered radiation in children[J].PEDIATRIC RADIOLOGY,2024,54(04):646-652.DOI:10.1007/s00247-024-05897-6.
  9. Wu, Xintong,Geng, Yingyi,Wang, Xinhong, et al.Continuous extraction of coronary artery centerline from cardiac CTA images using a regression-based method[J].MATHEMATICAL BIOSCIENCES AND ENGINEERING,2023,20(03):4988-5003.DOI:10.3934/mbe.2023231.
  10. Zhao, Xiaoye,Gong, Yinglan,Zhang, Jucheng, et al.Early Detection of Coronary Microvascular Dysfunction Using Machine Learning Algorithm Based on Vectorcardiography and Cardiodynamicsgram Features[J].IRBM,2023,44(06).DOI:10.1016/j.irbm.2023.100805.
  11. Zhao, Xiaoye,Gong, Yinlan,Xu, Lihua, et al.Entropy-based reliable non-invasive detection of coronary microvascular dysfunction using machine learning algorithm[J].MATHEMATICAL BIOSCIENCES AND ENGINEERING,2023,20(07):13061-13085.DOI:10.3934/mbe.2023582.
  12. Chen, Zhifeng,Liao, Congyu,Cao, Xiaozhi, et al.3D-EPI blip-up/down acquisition (BUDA) with CAIPI and joint Hankel structured low-rank reconstruction for rapid distortion-free high-resolutionT2<sup>*</sup> mapping[J].MAGNETIC RESONANCE IN MEDICINE,2023,89(05):1961-1974.DOI:10.1002/mrm.29578.
  13. Zhang, Jucheng,Ma, Minwen,Li, Huajun, et al.Early diagnosis of coronary microvascular dysfunction by myocardial contrast stress echocardiography[J].MATHEMATICAL BIOSCIENCES AND ENGINEERING,2023,20(05):7845-7858.DOI:10.3934/mbe.2023339.
  14. Zeng, Yuni,Lv, Hang,Jiang, Mingfeng, et al.Deep arrhythmia classification based on SENet and lightweight context transform[J].MATHEMATICAL BIOSCIENCES AND ENGINEERING,2023,20(01):1-17.DOI:10.3934/mbe.2023001.
  15. Cheng, Huan,Zhang, Jucheng,Gong, Yinglan, et al.Semantic segmentation method for myocardial contrast echocardiogram based on DeepLabV3+deep learning architecture[J].MATHEMATICAL BIOSCIENCES AND ENGINEERING,2023,20(02):2081-2093.DOI:10.3934/mbe.2023096.
  16. Cao, Boyang,Zhang, Nan,Fu, Zhenyin, et al.Studying the Influence of Finite Element Mesh Size on the Accuracy of Ventricular Tachycardia Simulation[J].REVIEWS IN CARDIOVASCULAR MEDICINE,2023,24(12).DOI:10.31083/j.rcm2412351.