Development and Validation of a Privacy-proof Surgical Anonymization Algorithm for Live Streaming

Researchers developed and validated a pioneer surgical anonymization algorithm, named Robotic Anonymization Network (ROBAN), for real-time removal of out-of-body images during live surgery streaming. The algorithm achieved a high ROC AUC score of 99.89% after post-processing, outperforming previous state-of-the-art methods and offering reliable, accurate, and safe anonymization across different robotic platforms and procedural types.