Professor, Ph.D.Supervisor

Research Areas

Machine learning, Medical image computing, Data mining, Big data


Work Experience



  1. Insights Into Algorithms for Separable Nonlinear Least Squares Problems, IEEE Transactions on Image Processing, 30: 1207-1218, 2021(IF=9.3 )
  2. An Ensemble based Densely-Connected Deep Learning System for Assessment of Skeletal Maturity, IEEE Transactions on Systems, Man and Cybernetics: Systems, DOI: 10.1109/TSMC.2020.2997852, 2020 (IF=9.3 中科院1区)
  3. Skin Lesion Segmentation via Generative Adversarial Networks with Dual Discriminators, Medical Image Analysis, 64: 10716, 2020 (IF=11.1)
  4. Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network, MICCAI 2020
  5. Multi-Scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection, MICCAI 2020
  6. A rest-time based prognostic model for remaining useful life prediction of lithium-ion battery, Neural Computing and Applications,  DOI: 10.1007/s00521-020-05105-0, 2020 (JCR Q1)
  7. Diabetic Retinopathy Diagnosis using Multi-channel Generative Adversarial Network with Semi-supervision, IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2020.2981637, 2020 (IF=5.2  JCR Q1)
  8. Deep and joint learning of longitudinal data for Alzheimer’s disease prediction, Pattern Recognition, 10: 107247, 2020(IF=7.2, 中科院1区)
  9. Regularization methods for separable nonlinear models, Nonlinear Dynamics, 98:1287–1298, 2019 (IF: 4.8,  中科院1区)
  10. Dominant-modes-based Sliding Mode Observer for Estimation of Temperature Distribution in Rapid Thermal Processing System, IEEE Transactions on Industrial Informatics, 15(5): 2673-2681,  2019 (IF:9.1  中科院1区)
  11. Classification oF Diffusion tensor metrics for The Diagnosis of A Myelopathic Cord Using Machine Learning, International Journal of Neural Systems,6, 1750036, 2018 (IF=6.4, 中科院1区)
  12. Ensemble of 3D Densely Connected Convolutiona Network for Diagnosis of Mild Cognitiv Impairment and Alzheimer’s disease, Neurocomputing, 333:145-156, 2018 (JCR Q1)
  13. Subcarrier Pairing Based Resource Optimization for OFDM Wireless Powered Relay Transmissions with Time Switching Scheme, IEEE Transactions on Signal Processing, 65(5): 1130-1145, 2017. (IF:5.2 中科院1区)
  14. Prediction of myelopathic level in cervical spondylotic myelopathy using diffusion tensor imaging, Journal of Magnetic Resonance Imaging, 41:1682–1688, 2015 (JCR Q1)
  15. Bayesian Inference Based Modeling for Gene Transcriptional Dynamics by Integrating Multiple Source of Knowledge, BMC Systems Biology, 6, S3, 2012. (JCR Q1)
  16.  A Variational approach to nonlinear Two-Point boundary value problems,Computers & Mathematics with Applications, 58(12), 2452-2455, 2009. (JCR Q1)
  17. Variational approach to nonlinear two-point boundary value problems, Nonlinear Analysis-Theory Methods & Applications, 71(12), E834-E838, 2009 (JCR  Q1)
  18. Nonlinear oscillator with discontinuity by parameter-expansion method, Chaos, Solitons and Fractals 35: 688–691, 2008, (JCR  Q1)



陈卓  硕士研究生  085211-计算机技术  

胡圣烨  硕士研究生  085210-控制工程  

罗蔚然  硕士研究生  085208-电子与通信工程  

奚桂锴  硕士研究生  085211-计算机技术  

游森榕  硕士研究生  085211-计算机技术  

胡博闻  硕士研究生  085211-计算机技术  

杨戈  硕士研究生  085211-计算机技术  

宫长威  硕士研究生  081200-计算机科学与技术  

荆常宏  硕士研究生  085400-电子信息  

王中昊  硕士研究生  085400-电子信息