Mengjun Liu (刘孟君)
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Mengjun Liu

Ph.D. Candidate

School of Biomedical Engineering, Shanghai Jiao Tong University

Supervisor: Qian Wang

E-Mail: mliu62685@gmail.com

Biography

I am currently a Ph.D. candidate in School of Biomedical Engineering, Shanghai Jiao Tong University, under the supervision of Prof. Qian Wang (王乾) and Prof. Daihui Peng (彭代辉). I received my Bachelor’s degree from Shandong University in June 2020, and was awarded Outstanding Graduate of Shandong Province. I joined Medical Image Computing Lab in Fall 2020.
My research interests lies in the interdisciplinary field of artificial intelligence and medical image analysis, including (f)MRI, neurocomputing, generative modeling of fMRI and its clinical applications. I am also working on pretraining algorithms for medical images.

First-Author Publications

  1. M. Liu#, H. Zhang#, M. Liu, D. Chen, Z. Zhuang, X. Wang, L. Zhang, D. Peng, Q. Wang, “Randomizing Human Brain Function Representation for Brain Disease Diagnosis,” IEEE Transactions on Medical Imaging, 2024, 43(7): 2537-2546. (Paper)(Code)
  2. M. Liu#, H. Zhang#, M. Liu, D. Chen, R. Zhou, W. Lu, L. Zhang, D. Shen, Q. Wang, D. Peng, “Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification,” IEEE Transactions on Affective Computing, 2024, 15(3): 1826-1837. (Paper)
  3. M. Liu, Z. Song, D. Chen, X. Wang, Z. Zhuang, M. Fei, L. Zhang, Q. Wang, “Affinity Learning Based Brain Function Representation for Disease Diagnosis,” MICCAI Early Accept, 2024.