Liver DiagnOsis Network (LiON), a contrast-enhanced-computed tomography-based AI system that supports flexible multiphase processing, clinical data integration and workflow-compatible liver malignancy diagnosis, may help reduce missed or delayed diagnoses and guide clinical interventions.