Ruhan Liu

Joined

May 2025

Names

Ruhan Liu (Preferred)

Emails

****@csu.edu.cn (Confirmed)

Personal Links

Career & Education History

Lecturer

Furong Laboratory, Central South University (csu.edu.cn)

2023 – 2025

PhD student

Department of Computer Science, Shanghai Jiaotong University (sjtu.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Bin Sheng

2018 – 2023

Expertise

Feature representation

2023 – 2025

Medical image segmentation

2020 – 2025

Publications

QualityDDH: visualized standardization of neonatal hip ultrasound via a structural prior regression framework
Ruhan Liu, Yuan Zhang, Xiaoxiao Luo, Yiwen Zheng, Qirong Liu, Mengyao Liu, Lixin Jiang
- Vis. Comput. 2025
- Readers: Everyone
AutoDDH: A dual-attention multi-task network for grading developmental dysplasia of the hip in ultrasound images
Mengyao Liu, Ruhan Liu, Jia Shu, Qirong Liu, Yuan Zhang, Lixin Jiang
- Vis. Comput. 2025
- Readers: Everyone
Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection
Yuqi Xiong, Wuzhen Shi, Yang Wen, Ruhan Liu
- CoRR 2025
- Readers: Everyone
DSTS-GF: a dual-stream temporal-spatial transformer with gated fusion for the classification of Obstructive Sleep Apnea
Xiang Chen, Yuanqi Yao, Zhouyu Guan, Chenyang Li, Jian Guan, Jun Pu, Ruhan Liu, Bin Sheng, Shankai Yin, Yiming Qin
- Vis. Comput. 2025
- Readers: Everyone
MHFNet: A Multimodal Hybrid-Embedding Fusion Network for Automatic Sleep Staging
Ruhan Liu, Jiajia Li, Yang Wen, Xian Huang, Bin Sheng, David Dagan Feng, Ping Zhang
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
GAMNet: a gated attention mechanism network for grading myopic traction maculopathy in OCT images
Yan Zhou, Xiang Chen, Tingyao Li, Shiqun Lin, Bin Sheng, Ruhan Liu, Rongping Dai
- Vis. Comput. 2025
- Readers: Everyone
DDE: Deep Dynamic Epidemiological Modeling for Infectious Illness Development Forecasting in Multi-level Geographic Entities
Ruhan Liu, Jiajia Li, Yang Wen, Huating Li, Ping Zhang, Bin Sheng, David Dagan Feng
- J. Heal. Informatics Res. 2024
- Readers: Everyone
SSM-Net: Semi-supervised multi-task network for joint lesion segmentation and classification from pancreatic EUS images
Jiajia Li, Pingping Zhang, Xia Yang, Lei Zhu, Teng Wang, Ping Zhang, Ruhan Liu, Bin Sheng, Kaixuan Wang
- Artificial Intelligence in Medicine
- Readers: Everyone
A deep learning system for predicting time to progression of diabetic retinopathy
Ling Dai, Bin Sheng, Tingli Chen, Qiang Wu, Ruhan Liu, Chun Cai, Liang Wu, Dawei Yang, Haslina Hamzah, Yuexing Liu, Xiangning Wang, Zhouyu Guan, Shujie Yu, Tingyao Li, Ziqi Tang, Anran Ran, Haoxuan Che, Hao Chen, Yingfeng Zheng, Jia Shu et al. (32 additional authors not shown)
- Nature Medicine
- Readers: Everyone

View all 25 publications

Co-Authors

View all 122 co-authors