A pelvic lavage study reported that carcinoembryonic antigen messenger RNA detected during curative rectal cancer surgery independently predicted local pelvic recurrence alongside circumferential resection margin status. Separately, an AI approach for hepatocellular carcinoma ablation planning projected improved accuracy over manufacturer estimates, suggesting a pathway to tighter procedural targeting using patient-specific modeling.