Collaborative Preoperative Planning for Operation-Navigation Dual-Robot Orthopedic Surgery System

机器人 导航系统 成像体模 人工智能 运动规划 计算机科学 工程类 模拟 计算机视觉 外科 医学 放射科
作者
Yanding Qin,Pengxiu Geng,Yugen You,Mingqian Ma,Hongpeng Wang,Jianda Han
出处
期刊:IEEE Transactions on Automation Science and Engineering [Institute of Electrical and Electronics Engineers]
卷期号:21 (3): 2949-2960 被引量:7
标识
DOI:10.1109/tase.2023.3272376
摘要

Intraoperative optical navigation is widely utilized in robotic surgery systems. Typically, the observation pose of the optical tracking system (OTS) is manually adjusted and then fixed throughout the surgery. However, fixed OTS suffers from limited measurement volume (MV) and visual interferences, making consistent navigation challenging in clinics. In this paper, an operation-navigation dual-robot collaborative system is proposed for orthopedic surgeries. An extra navigation robot is introduced to actively adjust the observation pose of the OTS. A collaborative preoperative planning method is proposed for this dual-robot system, including osteotomy path planning of the operation robot and collaborative planning of the navigation robot. Firstly, osteotomy paths of the operation robot are generated according to the surgery regulations and the geometric features of the vertebral foramen. Secondly, based on the generated osteotomy paths, the collaborative planning of the navigation robot is formulated into a multi-objective optimization problem to find the optimal poses of the OTS for each osteotomy plane. Compared with fixed OTS, active navigation is capable of keeping all the targets within the MV of the OTS throughout the surgery. Semi-laminectomy on a human spine phantom is adopted as an example to experimentally evaluate the effectiveness of the proposed method. Note to Practitioners —As the demand for robot-assisted surgery is increasing, the precision of operation has become one of the key safety requirements. Preoperative planning provides guidance for the surgeon, and intraoperative navigation monitor the status of the lesion and the surgical tool in real-time. In conventional intraoperative optical navigation, the OTS is manually adjusted and remains stationary. However, the limited MV and the visual interferences introduce risks and uncertainties to the surgical system. In order to address the limitations of fixed OTS, an operation-navigation dual-robot collaborative system is proposed for orthopedic surgeries, which is composed of a surgical operation module and an active navigation module. The navigation robot is used to actively adjust the pose of the OTS. A collaborative preoperative planning for the operation-navigation dual-robot orthopedic surgery system is proposed in this paper. The effectiveness of the proposed method is verified on a human spine phantom. Experimental results show that the active navigation provides more freedom to the overall system by freely adjusting the OTS, which ensures the stability of the surgical navigation. In future work, efforts will be directed toward the identification and avoidance of the obstacle.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
拉赫马尼洛夫完成签到,获得积分10
1秒前
2秒前
2秒前
桐桐应助咻咻咻采纳,获得10
3秒前
3秒前
踏实的老四完成签到,获得积分10
4秒前
XXGG完成签到 ,获得积分10
4秒前
小二郎应助刘玲采纳,获得10
5秒前
Ava应助既晓采纳,获得10
6秒前
小兮完成签到,获得积分10
7秒前
研友_nv45w8发布了新的文献求助10
8秒前
小鲤鱼完成签到 ,获得积分10
8秒前
Orange应助科研通管家采纳,获得30
9秒前
科研通AI5应助科研通管家采纳,获得10
9秒前
深情安青应助科研通管家采纳,获得10
9秒前
9秒前
9秒前
9秒前
阿泽发布了新的文献求助10
10秒前
白茶完成签到 ,获得积分10
12秒前
12秒前
12秒前
sunnyfish007发布了新的文献求助10
14秒前
14秒前
15秒前
16秒前
16秒前
嘻鱼徐发布了新的文献求助10
17秒前
希望天下0贩的0应助anan0419采纳,获得30
17秒前
Broadway Zhang完成签到,获得积分10
18秒前
hyl发布了新的文献求助10
18秒前
既晓完成签到,获得积分10
19秒前
gqp完成签到,获得积分10
19秒前
海孩子发布了新的文献求助10
19秒前
刘玲发布了新的文献求助10
20秒前
安十九发布了新的文献求助10
20秒前
烟花应助baize采纳,获得10
21秒前
既晓发布了新的文献求助10
21秒前
gy发布了新的文献求助10
22秒前
23秒前
高分求助中
【此为提示信息,请勿应助】请按要求发布求助,避免被关 20000
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
Mixing the elements of mass customisation 300
the MD Anderson Surgical Oncology Manual, Seventh Edition 300
Nucleophilic substitution in azasydnone-modified dinitroanisoles 300
Platinum-group elements : mineralogy, geology, recovery 260
Geopora asiatica sp. nov. from Pakistan 230
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3780526
求助须知:如何正确求助?哪些是违规求助? 3326007
关于积分的说明 10225152
捐赠科研通 3041089
什么是DOI,文献DOI怎么找? 1669166
邀请新用户注册赠送积分活动 799021
科研通“疑难数据库(出版商)”最低求助积分说明 758669