Enhanced deep learning framework for real-time instrument detection and tracking in laparoscopic surgery using advanced augmentation and tracking techniques.
Enhanced deep learning framework for real-time instrument detection and tracking in laparoscopic surgery using advanced augmentation and tracking techniques.
Priyanka Anup Ujjainkar,Shital A. Raut
2025 · DOI: 10.1007/s00464-025-11932-w
Surgical Endoscopy · 引用数 0
TLDR
This automated deep learning solution reduces the cognitive burden on surgical teams, enhances patient safety, and optimizes procedural efficiency, significantly improving precision and operational efficiency in MIS.