AI spots ovarian cancer spread on CT

Promising clinical AI, but still a decision-support paper, not something you’d drop into production tomorrow. The real value is earlier surgical triage, especially when small-bowel spread changes whether primary debulking is even feasible.

• –Small-bowel dissemination is the real headline because it is both hard to see on CT and highly consequential for surgical planning
• –The peritoneal model is useful but not transformative; 77.30% accuracy is support for clinicians, not replacement for expert review
• –Low-accuracy cases tracked with ascites volume, CA125, and PCI, suggesting the model still struggles when disease burden is subtle or diffuse
• –Retrospective, two-center data and no external validation mean generalization risk is still the biggest open question
• –MobileNetV2 is a sensible lightweight choice, but the next step is broader prospective validation, not a bigger network