Autonomous robotic intraocular surgery for targeted retinal injections

医学 眼外肌 人工智能 机械人手术 外科 视网膜 计算机视觉 眼内手术 眼科 离体 视网膜静脉 围手术期 机器人学 遥操作 特征(语言学) 显微外科 计算机科学 机械臂
作者
Gui-Bin Bian,Yawen Deng,Zhen Li,Qiang Ye,Yupeng Zhai,Yuexin Huang,Yingxiong Xie,Yu Wg,Zhangwanyu Wei,Zhangguo Yu
出处
期刊:Science robotics [American Association for the Advancement of Science (AAAS)]
卷期号:11 (110)
标识
DOI:10.1126/scirobotics.adx7359
摘要

Intraocular surgery is challenged by restricted environmental perception and difficulties in instrument depth estimation. The advent of autonomous intraocular surgery represents a milestone in medical technology, given that it can enhance surgical consistency that improves patient safety, shorten surgeon training periods so that more patients can undergo surgery, reduce dependency on human resources, and enable surgeries in remote or extreme environments. In this study, an autonomous robotic system for intraocular surgery (ARISE) was developed, achieving targeted retinal injections throughout the intraocular space. The robotic system achieves intelligent perception and macro/microprecision positioning of the instrument throughout the intraocular space through two key innovations. The first is a multiview spatial fusion that reconciles imaging feature disparities and corrects dynamic spatial misalignments. The second is a criterion-weighted fusion of multisensor data that mitigates inconsistencies in detection range, error magnitude, and sampling frequency. Subretinal and vascular injections were performed on eyeball phantoms, ex vivo porcine eyeballs, and in vivo animal eyeballs. In ex vivo porcine eyeballs, 100% success was achieved for subretinal ( n = 20), central retinal vein (CRV) ( n = 20), and branch retinal vein (BRV) ( n = 20) injections; in in vivo animal eyeballs, 100% success was achieved for subretinal ( n = 16), CRV ( n = 16), and BRV ( n = 16) injections. Compared with manual and teleoperated robotic surgeries, positioning errors were reduced by 79.87 and 54.61%, respectively. These results demonstrate the clinical feasibility of an autonomous intraocular microsurgical robot and its ability to enhance injection precision, safety, and consistency.
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