Artificial Intelligence in Ophthalmic Surgery: Current Applications and Expectations

Clin Ophthalmol. 2023 Nov 20:17:3499-3511. doi: 10.2147/OPTH.S438127. eCollection 2023.

Abstract

Artificial Intelligence (AI) has found rapidly growing applications in ophthalmology, achieving robust recognition and classification in most kind of ocular diseases. Ophthalmic surgery is one of the most delicate microsurgery, requiring high fineness and stability of surgeons. The massive demand of the AI assist ophthalmic surgery will constitute an important factor in boosting accelerate precision medicine. In clinical practice, it is instrumental to update and review the considerable evidence of the current AI technologies utilized in the investigation of ophthalmic surgery involved in both the progression and innovation of precision medicine. Bibliographic databases including PubMed and Google Scholar were searched using keywords such as "ophthalmic surgery", "surgical selection", "candidate screening", and "robot-assisted surgery" to find articles about AI technology published from 2018 to 2023. In addition to the Editorials and letters to the editor, all types of approaches are considered. In this paper, we will provide an up-to-date review of artificial intelligence in eye surgery, with a specific focus on its application to candidate screening, surgery selection, postoperative prediction, and real-time intraoperative guidance.

Keywords: AI; candidate screening; machine learning; ophthalmic surgery; robot-assisted surgery; surgery selection.

Publication types

  • Review

Grants and funding

This research was funded by National Natural Science Foundation Regional Innovation and Development Joint Fund [U20A20386], National key research and development program of China [2019YFC0118400].