Ananda Putra Wahyu Riyanto

Non-Invasive Risk Stratification of Advanced Liver Fibrosis from Ultrasound Images Using Swin Transformer

The findings should be interpreted as evidence of internal feasibility rather than proof of broader clinical generalizability; external multicenter validation remains essential.