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
zzzzzzzz发布了新的文献求助10
刚刚
lalala的应助被li采纳,获得10
刚刚
1秒前
1秒前
Arrebol完成签到,获得积分10
1秒前
今后的应助被liujing_242022采纳,获得10
1秒前
酷波er的应助被liujing_242022采纳,获得10
2秒前
gxiaxia发布了新的文献求助10
2秒前
2秒前
2秒前
daomaihu发布了新的文献求助100
2秒前
amen完成签到 ,获得积分10
3秒前
3秒前
研友_VZG7GZ的应助被Wenwen采纳,获得10
3秒前
hzl发布了新的文献求助10
4秒前
4秒前
ohno耶耶耶完成签到,获得积分10
5秒前
李华发布了新的文献求助10
5秒前
郑子健发布了新的文献求助10
5秒前
搜集达人的应助被查克靠不近采纳,获得10
5秒前
无花果的应助被兴奋稚晴采纳,获得10
6秒前
微笑的小丸子完成签到 ,获得积分10
6秒前
7秒前
Jelly完成签到,获得积分10
7秒前
帅气的龙猫完成签到 ,获得积分10
7秒前
顾矜的应助被gxiaxia采纳,获得10
7秒前
@@com完成签到,获得积分10
7秒前
北走发布了新的文献求助10
8秒前
8秒前
離1028完成签到 ,获得积分10
8秒前
cheney发布了新的文献求助10
8秒前
9秒前
充电宝的应助被饺子采纳,获得10
9秒前
沧笙踏歌发布了新的文献求助10
9秒前
钟鸿盛Domi发布了新的文献求助10
10秒前
look完成签到 ,获得积分20
10秒前
tantan完成签到,获得积分10
11秒前
微笑的小丸子关注了科研通微信公众号
11秒前
艺669完成签到,获得积分10
12秒前
高分求助中
(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
Aspects of Post-SPE Phonology 2000
CODESSA 2000
Rosenblum, Global Change Biology 800
Berberine regulates the TLR4 signaling pathway to suppress hypoxia-induced proliferation and migration of pulmonary arterial smooth muscle cells 520
Organizational Behavior 510
Performance standards for antimicrobial disk and dilution susceptibility tests for bacteria isolated from animals 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 有机化学 化学工程 内科学 物理 生物化学 复合材料 催化作用 细胞生物学 人工智能 心理学 无机化学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 7854394
求助须知:如何正确求助?哪些是违规求助? 9372802
关于积分的说明 20685821
捐赠科研通 7452422
什么是DOI,文献DOI怎么找? 3344869
关于科研通互助平台的介绍 2487634
邀请新用户注册赠送积分活动 2368245