Autonomous robotic laparoscopic surgery for intestinal anastomosis

机械人手术 医学 吻合 腹腔镜手术 系统 成像体模 机器人 外科 计算机科学 腹腔镜检查 纤维接头 人工智能 计算机视觉 放射科
作者
Hamed Saeidi,Justin D. Opfermann,Michael Kam,Shuwen Wei,Simon Léonard,Michael H. Hsieh,Jin U. Kang,Axel Krieger
出处
期刊:Science robotics [American Association for the Advancement of Science (AAAS)]
卷期号:7 (62) 被引量:89
标识
DOI:10.1126/scirobotics.abj2908
摘要

Autonomous robotic surgery has the potential to provide efficacy, safety, and consistency independent of individual surgeon’s skill and experience. Autonomous anastomosis is a challenging soft-tissue surgery task because it requires intricate imaging, tissue tracking, and surgical planning techniques, as well as a precise execution via highly adaptable control strategies often in unstructured and deformable environments. In the laparoscopic setting, such surgeries are even more challenging because of the need for high maneuverability and repeatability under motion and vision constraints. Here we describe an enhanced autonomous strategy for laparoscopic soft tissue surgery and demonstrate robotic laparoscopic small bowel anastomosis in phantom and in vivo intestinal tissues. This enhanced autonomous strategy allows the operator to select among autonomously generated surgical plans and the robot executes a wide range of tasks independently. We then use our enhanced autonomous strategy to perform in vivo autonomous robotic laparoscopic surgery for intestinal anastomosis on porcine models over a 1-week survival period. We compared the anastomosis quality criteria—including needle placement corrections, suture spacing, suture bite size, completion time, lumen patency, and leak pressure—of the developed autonomous system, manual laparoscopic surgery, and robot-assisted surgery (RAS). Data from a phantom model indicate that our system outperforms expert surgeons’ manual technique and RAS technique in terms of consistency and accuracy. This was also replicated in the in vivo model. These results demonstrate that surgical robots exhibiting high levels of autonomy have the potential to improve consistency, patient outcomes, and access to a standard surgical technique.
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