Neural network powered microscopic system for cataract surgery.

ABSTRACT: Phacoemulsification with intraocular lens (IOL) implantation is a widely used effective treatment for cataracts. However, the surgical outcome relies heavily on precise operations with marked eye location and orientation, which ideally require a high-precision navigation system for complete guidance of surgical procedure. However, both research and current commercial surgical microscopes still face substantial challenges in handling various complex clinical scenarios. Here we propose a neural network-powered surgical microscopic system that can benefit from big data to address the unmet clinical need. In this system, we designed an end-to-end navigation network for real-time positioning and alignment of IOL and then built a computer-assisted surgical microscope with a complete imaging and

SUBMITTER: Zhai Y 

PROVIDER: S-EPMC11828452 | biostudies-literature | 2025 Feb

REPOSITORIES: biostudies-literature