Biography

Prof. Yudong Zhang

School of Computing and Mathematical Sciences, University of Leicester, UK


Email: [email protected], [email protected]


Qualifications

2012  Post Doctor, Columbia University & NYSPI, USA

2010  Ph.D., Data Mining, Southeast University, China

2007  M.E., Nanjing University of Aeronautics and Astronautics, China

2004  B.S., Nanjing University of Aeronautics and Astronautics, China


Publications (Selected)

  1. YD Zhang, D Guttery, SH Wang, Abnormal breast detection by an improved AlexNet model, Annals of Oncology, 2020, 31(S4): S277 (IF: 51.769)
  2. Y Zhang, S Wang, 3D printing in nanoscale – A pivot technique to emulate brain in neuromorphic engineering, Journal of the American College of Cardiology, 2017, 70(S16): C184 (IF: 27.203)
  3. Y Zhang, J Yang, S Wang, Z Dong, M Yang, 3D printing for coarctation of the aorta, Journal of the American College of Cardiology, 2016. 68(S16): C153 (IF: 27.203)
  4. S Goh, Z Dong, Y Zhang, S DiMauro, B S. Peterson*, Mitochondrial dysfunction as a neurobiological subtype of autism spectrum disorder: evidence from brain imaging. JAMA Psychiatry, 2014, 71(6): 665-671 (IF: 25.911)
  5. I Mehmood, Z Lv, YD Zhang*, K Ota*, M Sajjad*, A K Singh*, Mobile Cloud-Assisted Paradigms for Management of Multimedia Big Data in Healthcare Systems: Research Challenges and Opportunities, International Journal of Information Management, 2019, 45: 246-249 (IF: 18.958)
  6. Y Karaca*, M Moonis, Y D Zhang, C Gezgez, Mobile Cloud Computing Based Stroke Healthcare System, International Journal of Information Management, 2019, 45: 250-261 (IF: 18.958)
  7. S Wang, M. E Celebi, Y D Zhang, et al, Advances in data preprocessing for biomedical data fusion: an overview of the methods, challenges, and prospects, Information Fusion, 2021, 76: 376-421 (IF: 17.564)
  8. S H Wang, D R Nayak, D S Guttery, X Zhang, YD Zhang*, COVID-19 classification by CCSHNet with deep fusion using transfer learning and discriminant correlation analysis, Information Fusion, 2021, 68: 131-148 (IF: 17.564)
  9. S H Wang, V V Govindaraj, J M Górriz, X Zhang, YD Zhang*, Covid-19 Classification by FGCNet with Deep Feature Fusion from Graph Convolutional Network and Convolutional Neural Network, Information Fusion, 2021, 67: 208-229 (IF: 17.564)
  10. Y D Zhang, et al, Advances in Multimodal Data Fusion in Neuroimaging: Overview, Challenges, and Novel Orientation, Information Fusion, 2020, 64: 149-187 (IF: 17.564)
  11. C Kang, X Yu, S-H Wang*, D S Guttery*, H M Pandey*, Y Tian*, Y-D Zhang*, A Heuristic Neural Network Structure Relying on Fuzzy Logic for Images Scoring, IEEE Transactions on Fuzzy Systems, 2021, 29(1): 34-45, (IF: 12.253)
  12. S Alagarsamy, Y Zhang, V Govindaraj, P R Murugan, S Sankaran, Smart identification of topographically variant anomalies in brain magnetic resonance imaging using a fish school-based fuzzy clustering approach, IEEE Transactions on Fuzzy Systems, 2021, 29(10): 3165-3177 (IF: 12.253)
  13. M Martinez-Garcia, Y Zhang, K Suzuki, Yudong Zhang, Deep Recurrent Entropy Adaptive Model for System Reliability Monitoring, IEEE Transactions on Industrial Informatics, 2021, 17(2): 839-848 (IF: 11.648)
  14. Y Chen, Y Zhang, J Yang, Q Cao, G Yang, J Chen, Hg Shu, L Luo, J L Coatrieux, Q Feng, Curve-like structure extraction using minimal path propagation with backtracking, IEEE Transactions on Image Processing. 2016, 25(2): 988-1003 (IF: 11.041)
  15. P Qian, Y Chen, J-W Kuo, Y-D Zhang, et al, mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning-Based Classification, IEEE Transactions on Medical Imaging, 2020, 39(4): 819-832 (IF: 11.037)
  16. Y Sun, P Chatterjee, Y Chen, Y Zhang, Efficient Identity-Based Encryption With Revocation for Data Privacy in Internet of Things, IEEE Internet of Things Journal, 2022, 9(4): 2734-2743 (IF: 10.238)
  17. Y D Zhang, F C Morabito, D Shen, K Muhammad, Advanced Deep Learning Methods for Biomedical Information Analysis: An editorial, Neural Networks, 2021, 133: 101-102 (IF: 9.657)
  18. X Zhang, Y Chen, Z Shen, Y Shen, H Zhang, Y Zhang, Confidence-and-Refinement Adaptation Model for Cross-Domain Semantic Segmentation, IEEE Transactions on Intelligent Transportation Systems, 2022, 23(7): 9529-9542 (IF: 9.551)
  19. J Liu, Y Chen, H Liu, H Zhang, Y Zhang, From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning, IEEE Transactions on Intelligent Transportation Systems, 2022, 23(10): 19016 - 19029 (IF: 9.551)
  20. X Yu, Q Zhou, S-H Wang*, Y-D Zhang*, A systematic survey of deep learning in breast cancer, International Journal of Intelligent Systems, 2022, 37(1): 152-216 (IF: 8.993)
  21. S Lu, Z Zhu, J M Gorriz, S-H Wang, Y-D Zhang*, NAGNN: Classification of COVID-19 Based on Neighboring Aware Representation from Deep Graph Neural Network, International Journal of Intelligent Systems, 2022, 37(2): 1572-1598 (IF: 8.993)
  22. Y Xiao, H Yin, Y Zhang, H Qi, Y Zhang, A dual-stage attention-based Conv-LSTM network for spatio-temporal correlation and multivariate time series prediction, International Journal of Intelligent Systems, 2021, 36(5): 2036-2057 (IF: 8.993)
  23. Y Karaca, YD Zhang, K Muhammad, Characterizing Complexity and Self-Similarity Based on Fractal and Entropy Analyses for Stock Market Forecast Modelling, Expert Systems with Applications, 2020, 144, 113098 (IF: 8.665)
  24. A Kumar, A R Tripathi, S C Satapathy, Y D Zhang, SARS-Net: COVID-19 Detection from Chest X-Rays by Combining Graph Convolutional Network and Convolutional Neural Network, Pattern Recognition, 2022, 122, Article ID: 108255 (IF: 8.518)
  25. S Lu, DR Nayak, SH Wang*, YD Zhang*, A Cerebral Microbleed Diagnosis Method via FeatureNet and Ensembled Randomized Neural Networks, Applied Soft Computing, 2021, 109, Article ID: 107567 (IF: 8.263)
  26. Y Zhang*, Z Dong, P Phillips, S Wang, G Ji, J Yang, Exponential Wavelet Iterative Shrinkage Thresholding Algorithm for Compressed Sensing Magnetic Resonance Imaging. Information Sciences, 2015, 322: 115-132 (IF: 8.233)
  27. J Hong, YD Zhang, W Chen, Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation, Knowledge-Based Systems, 2022, 250: Article ID: 109155 (IF: 8.139)
  28. S Liu, S Liu, S Zhang, B Li, W Hu, YD Zhang, SSAU-Net: A Spectral–Spatial Attention-Based U-Net for Hyperspectral Image Fusion, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, Article ID: 5542116 (IF: 8.125)
  29. X Mao, T Shi, R Zhan, YD Zhang, D Zhu, Structure-Aided 2-D Autofocus for Airborne Bistatic Synthetic Aperture Radar, IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(9): 7500-7516 (IF: 8.125)
  30. S Liu, L Gao, Y Lei, M Wang, Q Hu, X Ma, YD Zhang, SAR Speckle Removal using Hybrid Frequency Modulations, IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(5): 3956-3966 (IF: 8.125)
  31. X Mao, Lan Ding, Y Zhang, et al, Knowledge-aided 2-D Autofocus for Spotlight SAR Filtered Backprojection Imagery, IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(11): 9041-9058 (IF: 8.125)
  32. G Zhang, X Shen, Y Zhang, et al, Cross-Modal Prostate Cancer Segmentation via Self-Attention Distillation, IEEE Journal of Biomedical and Health Informatics, 2022, 26(11): 5298 - 5309 (IF: 7.021)
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