2 papers
cs.CV2026
How Far Has AI Come in Liver Fibrosis Staging? A Large-Scale Real-World Dataset and Benchmark
Yuanye Liu, Nannan Shi, Zhejia Zhang +20
Despite years of methodological progress, how far AI has come in liver fibrosis staging has never been systematically evaluated under the heterogeneous, multi-center conditions tha…
cs.CV2025
Improved mmFormer for Liver Fibrosis Staging via Missing-Modality Compensation
Zhejia Zhang, Junjie Wang, Le Zhang
In real-world clinical settings, magnetic resonance imaging (MRI) frequently suffers from missing modalities due to equipment variability or patient cooperation issues, which can s…