A robotic system for transthoracic puncture of pulmonary nodules based on gated respiratory compensation

成像体模 医学 计算机科学 计算机视觉 过程(计算) 人工智能 放射科 操作系统
作者
Dongyuan Li,Yuxuan Mao,Puxun Tu,Haochen Shi,Weiyan Sun,Deping Zhao,Chang Chen,Xiaojun Chen
出处
期刊:Computer Methods and Programs in Biomedicine [Elsevier BV]
卷期号:244: 107995-107995 被引量:7
标识
DOI:10.1016/j.cmpb.2023.107995
摘要

With the urgent demands for rapid and precise localization of pulmonary nodules in procedures such as transthoracic puncture biopsy and thoracoscopic surgery, many surgical navigation and robotic systems are applied in the clinical practice of thoracic operation. However, current available positioning methods have certain limitations, including high radiation exposure, large errors from respiratory, complicated and time-consuming procedures, etc. To address these issues, a preoperative computed tomography (CT) image-guided robotic system for transthoracic puncture was proposed in this study. Firstly, an algorithm for puncture path planning based on constraints from clinical knowledge was developed. This algorithm enables the calculation of Pareto optimal solutions for multiple clinical targets concerning puncture angle, puncture length, and distance from hazardous areas. Secondly, to eradicate intraoperative radiation exposure, a fast registration method based on preoperative CT and gated respiration compensation was proposed. The registration process could be completed by the direct selection of points on the skin near the sternum using a hand-held probe. Gating detection and joint optimization algorithms are then performed on the collected point cloud data to compensate for errors from respiratory motion. Thirdly, to enhance accuracy and intraoperative safety, the puncture guide was utilized as an end effector to restrict the movement of the optically tracked needle, then risky actions with patient contact would be strictly limited. The proposed system was evaluated through phantom experiments on our custom-designed simulation test platform for patient respiratory motion to assess its accuracy and feasibility. The results demonstrated an average target point error (TPE) of 2.46±0.68 mm and an angle error (AE) of 1.49±0.45° for the robotic system. In conclusion, our proposed system ensures accuracy, surgical efficiency, and safety while also reducing needle insertions and radiation exposure in transthoracic puncture procedures, thus offering substantial potential for clinical application.
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
刚刚
元皓完成签到 ,获得积分10
1秒前
今后应助豆豆浆采纳,获得10
2秒前
洛绫发布了新的文献求助30
2秒前
完美世界应助choup53采纳,获得10
3秒前
4秒前
无花果应助iris采纳,获得30
5秒前
小二郎应助zxzb采纳,获得10
6秒前
MDHuang发布了新的文献求助10
9秒前
闫霄溯完成签到,获得积分10
10秒前
上官若男应助张敏采纳,获得10
11秒前
科研通AI6.2应助michael_suo采纳,获得10
11秒前
纯真完成签到 ,获得积分10
11秒前
YB完成签到,获得积分10
11秒前
CipherSage应助Atom采纳,获得10
11秒前
v0id应助sdasd采纳,获得10
13秒前
解洙完成签到 ,获得积分10
13秒前
有魅力的蓝完成签到,获得积分10
14秒前
小屁孩完成签到 ,获得积分10
14秒前
领导范儿应助失眠的寄云采纳,获得10
14秒前
科研通AI6.2应助MDHuang采纳,获得10
16秒前
木头人发布了新的文献求助10
16秒前
zn315315完成签到,获得积分10
17秒前
17秒前
唐xuexin完成签到,获得积分10
18秒前
20秒前
Asteroid完成签到,获得积分10
20秒前
123123发布了新的文献求助10
20秒前
21秒前
joy完成签到 ,获得积分10
21秒前
xiaoshulin完成签到,获得积分10
21秒前
miawei发布了新的文献求助10
23秒前
23秒前
Atom完成签到,获得积分10
24秒前
艺艺子发布了新的文献求助10
24秒前
zhangyu完成签到,获得积分10
25秒前
25秒前
brianzk1989完成签到,获得积分10
25秒前
小怪发布了新的文献求助10
25秒前
情怀应助xiaoX12138采纳,获得10
27秒前
高分求助中
Markov Chain Monte Carlo 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 1000
Weaponeering: An Introduction Fourth Edition, Volume 1 1000
Advanced Weaponeering Fourth Edition, Volume 2 1000
Evidence Summary. Injection (subcutaneous):op- timal administration 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7499795
求助须知:如何正确求助?哪些是违规求助? 9090434
关于积分的说明 19391806
捐赠科研通 7109713
什么是DOI,文献DOI怎么找? 3250611
关于科研通互助平台的介绍 2420053
邀请新用户注册赠送积分活动 2236528