Deep Learning System Outperforms Surgeons in Identifying Peritoneal Surface Metastases

Development and testing of a prototype deep learning surgical guidance system showed improved performance in identifying peritoneal surface metastases compared to oncologic surgeons. The system demonstrated potential for increasing identification of metastases by 5% and reducing unnecessary biopsies by 28% in a simulated clinical environment.