General

Professor, Ph.D.Supervisor


Research Areas

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

Experience

   
Work Experience

Publications

   
Papers

  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)

Students

现指导学生

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