Path Planning Method for Robot-assisted Puncture Based on Genetic Algorithm

被引:0
作者
Feng, Guanyuan [1 ,2 ]
Zhang, Jingyuan [1 ,2 ]
He, Fei [1 ,2 ]
Jiang, Zhengang [1 ,2 ]
Shi, Weili [1 ,2 ]
Miao, Yu [1 ,2 ]
机构
[1] Changchun Univ Sci & Technol, Changchun, Peoples R China
[2] Changchun Univ Sci & Technol, Zhongshan Inst, Zhongshan, Peoples R China
来源
PROCEEDINGS OF 2023 4TH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE FOR MEDICINE SCIENCE, ISAIMS 2023 | 2023年
关键词
Foramen ovale puncture; Path planning; Collision detection; Genetic algorithm;
D O I
10.1145/3644116.3644295
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Trigeminal neuralgia is a common cerebral neurological disorder. Clinical intervention for this disorder typically involves puncturing the foramen ovale at the skull base. However, the small morphological structure of the foramen ovale and the complex cranial anatomical structure increase the difficulty of minimally invasive surgery. The purpose of the proposed path planning method for robot-assisted puncture based on the genetic algorithm is to achieve precise target puncture and design an accurate and safe puncture path, consequently reducing tissue damage in patients and improving the success rate of the surgery. Finally, the performance of the proposed method is evaluated by executing preoperative puncture planning using V-REP robotic arm simulation.
引用
收藏
页码:1043 / 1050
页数:8
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