Gen Shi

2026

1. Phase-lag Based MPS/MPI Dual-mode Precise in vivo Temperature Imaging Technique

   Siao Lei, Wenxuan Zou, Yanjun Liu, Guanghui Li, Gen Shi, Jiaqian Li, Jie He, Guangxing Zhou, Yang Jing, Yu An, Jie Tian

   IEEE Transactions on Medical Imaging, 2026

   IEEE TMI PDF
2. COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation

   Gen Shi, Hui Zhang, Jie Tian

   IEEE Transactions on Image Processing, 2026

   IEEE TIP PDF
3. Multimodal Structure-guided Diffusion Model for Magnetic Particle Imaging Reconstruction

   Gen Shi, Wenxuan Zou, Jie He, Siao Lei, Zining Liu, Hui Zhang, Jie Tian

   Medical Image Analysis, 2026

   MedIA PDF

2025

1. Heterogeneous Graph-Based Multimodal Brain Network Learning

   Gen Shi, Yifan Zhu, Xinyue Lin, Quanming Yao, Xuesong Li

   IEEE Transactions on Knowledge and Data Engineering, 2025

   IEEE TKDE PDF
2. Content-Aware Distillation Network for Real-Time Magnetic Particle Imaging

   Gen Shi, Lin Yin, Zhongwei Bian, Ziwei Chen, Yu An, Hui Hui, Jie Tian

   IEEE Transactions on Instrumentation and Measurement, 2025

   IEEE TIM PDF Popular Article of TIM in 2025.02
3. Benefit from Public Unlabeled Data: A Frangi Filter-based Pretraining Network for 3D Cerebrovascular Segmentation

   Gen Shi, Hao Lu, Hui Hui, Jie Tian

   Medical Image Analysis, 2025

   MedIA PDF
4. U-N2C: a dual memory-guided disentanglement framework for unsupervised system matrix denoising in magnetic particle imaging

   Wenxuan Zou, Gen Shi, Siao Lei, Guanghui Li, Guangxing Zhou, Yang Jing, Jie He, Zhenchao Tang, Yu An, Jie Tian

   IEEE Transactions on Image Processing, 2025

   IEEE TIP PDF
5. Joint frequency-image domain network for image restoration in magnetic particle imaging

   Haoran Zhang, Bo Zhang, Gen Shi, Yixiang Zhou, Guangxing Zhou, Zeyu Zhang, Jie Tian

   Physics in Medicine & Biology, 2025

   Phys Med Biol PDF

2024

1. Contrastive Hierarchical Augmentation Learning for Modeling Cognitive and Multimodal Brain Network

   Gen Shi, Yuxiang Yao, Yifan Zhu, Xinyue Lin, Lanxin Ji, Wenjin Liu, Xuesong Li

   IEEE Transactions on Computational Social Systems, 2024

   IEEE TCSS PDF

2023

1. Are Nonimage Data Really Necessary for Disease Prediction With Graph Convolutional Networks?

   Gen Shi, Yifan Zhu, Zhenshen Chen, Jinyan Liu, Xuesong Li

   IEEE Transactions on Cognitive and Developmental Systems, 2023

   IEEE TCDS PDF
2. HeGCL: Advance Self-Supervised Learning in Heterogeneous Graph

   Gen Shi, Yifan Zhu, Jian K. Liu, Xuesong Li

   IEEE Transactions on Neural Networks and Learning Systems, 2023

   IEEE TNNLS PDF
3. Progressive Pretraining Network for 3D System Matrix Calibration in Magnetic Particle Imaging

   Gen Shi, Lin Yin, Yu An, Guanghui Li, Liwen Zhang, Zhongwei Bian, Ziwei Chen, Haoran Zhang, Hui Hui, Jie Tian

   IEEE Transactions on Medical Imaging, 2023

   IEEE TMI PDF Popular Article of TMI in 2023.12

2021

1. The Divided Brain: Functional Brain Asymmetry Underlying Self-Construal

   Gen Shi, Xuesong Li, Yifan Zhu, Ruihong Shang, Yang Sun, Hua Guo, Jie Sui

   NeuroImage, 2021

   NeuroImage PDF