Author

Zhao-Jin Fu

2 papers indexed here

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Open access Sep 2026

A fully automated deep learning pipeline system for carotid plaque segmentation and vulnerability classification on multi-contrast MRI: a multicenter study

Carotid vulnerable plaque rupture is a major cause of ischemic stroke. However, accurate identification of high-risk plaques using medical images heavily relies on radiologists’ expertise. This study aimed to develop an artificial intelligence (AI) system for automated segmentation and classification of carotid p...

Qun Gai, Yue Zhang, Jin-Xu Liu et al. · BMC Medicine · 0 citations

#artificial intelligence Preprint Aug 2026

DiffPDE: Masked Diffusion Language Models as PDE Solver

This work proposes DiffPDE, a framework leveraging discrete diffusion language models for targeted code repair by introducing a localized re-masking and infilling strategy, which achieves competitive accuracy, outperforms same-scale AR models, and significantly accelerates repair.

Wen-Xuan Guo, Yuyang Hong, Lu-Bin Fan et al. · 0 citations