HybridDenseViT: a unified explainable hybrid deep learning framework for multi-stage liver fibrosis staging across T2-weighted MRI and B-mode ultrasound
Accurate staging of liver fibrosis is critical for guiding antifibrotic therapy and predicting disease prognosis. Liver biopsy, the current reference standard, is invasive, costly, and subject to significant sampling error. Although T2-weighted MRI and B-mode ultrasound offer established noninvasive alternatives, exist...