Mengshen He

According to our database, Mengshen He authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Customized SAM-Med3D With Multi-View Representation Fusion and Age-Grade Stratified Loss for Glioma Survival Risk Prediction.

Xinyu Li, Hulin Kuang, Jin Liu, Lanlan Wang, Pengcheng Shu, Mengshen He, Jianxin Wang

IEEE J. Biomed. Health Informatics, May, 2026

2025

SwinECAT: A Transformer-based fundus disease classification model with Shifted Window Attention and Efficient Channel Attention.

Peiran Gu, Teng Yao, Mengshen He, Fuhao Duan, Feiyan Liu, RenYuan Peng, Bao Ge

CoRR, July, 2025

Bipartite Patient-Modality Graph Learning with Event-Conditional Modelling of Censoring for Cancer Survival Prediction.

Hailin Yue, Hulin Kuang, Jin Liu, Junjian Li, Lanlan Wang, Mengshen He, Jianxin Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis.

Junjian Li, Jin Liu, Hulin Kuang, Hailin Yue, Mengshen He, Jianxin Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Brain Cortical Surface Can Predict Fiber Trajectories.

Tianle Han, Yifan Lv, Mengshen He, Yiheng Liu, Tianming Liu, Bao Ge

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models.

Yiheng Liu, Tianle Han, Siyuan Ma, Jiayue Zhang, Yuanyuan Yang, Jiaming Tian, Hao He, Antong Li, Mengshen He, Zhengliang Liu, Zihao Wu, Dajiang Zhu, Xiang Li, Ning Qiang, Dinggang Shen, Tianming Liu, Bao Ge

CoRR, 2023

Brain Surface Can Predict Fiber Connections.

Zili Kang, Yifan Lv, Mengshen He, Yiheng Liu, Tianming Liu, Bao Ge

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention.

Yiheng Liu, Enjie Ge, Mengshen He, Zhengliang Liu, Shijie Zhao, Xintao Hu, Dajiang Zhu, Tianming Liu, Bao Ge

CoRR, 2022

Accurate Corresponding Fiber Tract Segmentation via FiberGeoMap Learner.

Zhenwei Wang, Yifan Lv, Mengshen He, Enjie Ge, Ning Qiang, Bao Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Multi-head Attention-Based Masked Sequence Model for Mapping Functional Brain Networks.

Mengshen He, Xiangyu Hou, Zhenwei Wang, Zili Kang, Xin Zhang, Ning Qiang, Bao Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022