Habitat imaging before transarterial chemoembolization in hepatocellular carcinoma: Ready for clinical decision-making?

Figure 2 Translational roadmap from promising prediction to clinical adoption. The current literature supports promising retrospective predictive performance, but the field will only mature through prospective multicenter validation, stronger biological correlation, and workflow-ready decision support. Clinical adoption should be judged by better treatment allocation and not only by higher discrimination metrics. MVI: Multivariate index; AUC: Area under the receiver operating characteristic curve. The figure was prepared with the help of ChatGPT and subsequently reviewed and approved by the authors. ChatGPT was used only to assist visual drafting and graphic arrangement, including the organization of boxes, arrows, icons, and overall layout. The scientific concepts, wording, figure logic, and final content were entirely defined, reviewed, and approved by the authors.