Mengtian Kang

According to our database, Mengtian Kang authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Robust and interpretable unit level causal inference in neural networks for pediatric myopia.

Zihui Jin, Mengtian Kang, Wuyan Zhao, Wenjin Gui, He Li, Yongfang Tu, Yongjun Huo, Canqing Yu, Weihua Song, Ningli Wang, Xu Yang, Shi-Ming Li

npj Digit. Medicine, 2026

2025

Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts via Self-Supervised Machine Learning.

Yong Liu, Mengtian Kang, Shuo Gao, Chi Zhang, Ying Liu, Shiming Li, Yue Qi, Arokia Nathan, Wenjun Xu, Chenyu Tang, Edoardo Occhipinti, Mayinuer Yusufu, Ningli Wang, Weiling Bai, Luigi G. Occhipinti

IEEE Internet Things J., 2025

2024

Deep Learning-Based Longitudinal Prediction of Childhood Myopia Progression Using Fundus Image Sequences and Baseline Refraction Data.

Mengtian Kang, Yansong Hu, Shuo Gao, Yuanyuan Liu, Hongbei Meng, Xuemeng Li, Xuhang Chen, Hubin Zhao, Jing Fu, Guohua Hu, Wei Wang, Yanning Dai, Arokia Nathan, Peter Smielewski, Ningli Wang, Shiming Li

CoRR, 2024

SSVT: Self-Supervised Vision Transformer For Eye Disease Diagnosis Based On Fundus Images.

Jiaqi Wang, Mengtian Kang, Yong Liu, Chi Zhang, Ying Liu, Shiming Li, Yue Qi, Wenjun Xu, Chenyu Tang, Edoardo Occhipinti, Mayinuer Yusufu, Ningli Wang, Weiling Bai, Shuo Gao, Luigi G. Occhipinti

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024