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,Xiaojun Chen
出处
期刊:Computer Methods and Programs in Biomedicine [Elsevier BV]
卷期号:244: 107995-107995 被引量:12
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
YY完成签到,获得积分20
刚刚
1秒前
眼睛大无声完成签到,获得积分10
1秒前
eaglet完成签到,获得积分10
1秒前
1秒前
科研通AI6.4的应助被王者归来采纳,获得10
2秒前
3秒前
眼睛大乐蓉完成签到 ,获得积分20
3秒前
别熬夜发布了新的文献求助10
3秒前
4秒前
soon完成签到,获得积分10
5秒前
5秒前
Luo发布了新的文献求助30
6秒前
freshabc完成签到,获得积分10
6秒前
大模型的应助被anyan采纳,获得10
7秒前
7秒前
CipherSage的应助被木子采纳,获得10
8秒前
8秒前
智障猫发布了新的文献求助10
9秒前
Mzy发布了新的文献求助10
10秒前
10秒前
10秒前
10秒前
13秒前
14秒前
14秒前
14秒前
韩韩韩发布了新的文献求助10
15秒前
Uuu完成签到,获得积分20
15秒前
Liujun发布了新的文献求助10
15秒前
Joerica发布了新的文献求助30
15秒前
Dora发布了新的文献求助10
15秒前
滕茹嫣发布了新的文献求助10
15秒前
paperslicing发布了新的文献求助10
15秒前
15秒前
15秒前
擢辰安良发布了新的文献求助10
16秒前
Owen的应助被miergrace采纳,获得10
16秒前
迷人兔子完成签到,获得积分10
17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
Essentials of Carbohydrate Chemistry and Biochemistry, 4th Edition 1000
Электротехническая система магнитожидкостной герметизации валов регулируемых электродвигателей 800
日本語と中国語及びチベット・ビルマ語の語源関連性に関する分析 800
Practical Manual of Forensic Psychophysiology: Methodology, Execution, and Fields of Application 800
Holistic Discourse Analysis, Second Edition by Robert E. Longacre 666
The Basics of Practical Optimization, Second Edition 600
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 物理 生物化学 化学工程 内科学 复合材料 催化作用 心理学 人工智能 细胞生物学 光电子学 无机化学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 7973410
求助须知:如何正确求助?哪些是违规求助? 9438214
关于积分的说明 21055399
捐赠科研通 7549668
什么是DOI,文献DOI怎么找? 3373716
关于科研通互助平台的介绍 2508731
邀请新用户注册赠送积分活动 2406772