Editorial: Looking at Neptune with a binocular

predictive models are essential components of the clinical decision-making process in TIPS. The continuous refinement of these models, driven by both clinical insight, technical innovation, will ensure further TIPS as an independent and safe treatment strategy. The future of cirrhosis and its complications management lies in developing more comprehensive models that add “lenses” to our clinical toolkit, allowing us to focus on the full complexity of the cirrhotic disease and to tailor treatments on the individual’s unique risk profile.