Real-time VR Simulation of Laparoscopic Cholecystectomy based on Parallel Position-based Dynamics in GPU

被引:0
|
作者
Pan, Junjun [1 ]
Zhang, Leiyu [2 ]
Yu, Peng [2 ]
Shen, Yang [3 ]
Wang, Haipeng [4 ]
Hao, Haimin [5 ]
Qin, Hong [6 ]
机构
[1] Beihang Univ, Peng Cheng Lab, State Key Lab VR Tech & Syst, Beijing, Peoples R China
[2] Beihang Univ, State Key Lab VR Tech & Syst, Beijing, Peoples R China
[3] Beijing Normal Univ, Fac Educ, Beijing, Peoples R China
[4] Beijing Aerosp Gen Hosp, Beijing, Peoples R China
[5] Beihang Univ, Peng Cheng Lab, Beijing, Peoples R China
[6] SUNY Stony Brook, Dept Comp Sci, Stony Brook, NY 11794 USA
基金
北京市自然科学基金; 国家重点研发计划; 中国国家自然科学基金;
关键词
Human-centered computing; Human computer interaction; Interactive systems and tools; User interface programming; Computer systems organization; Real-time systems; Real-time system architecture; SURGICAL SIMULATION; ALGORITHM;
D O I
10.1109/VR46266.2020.00-28
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In recent years, virtual reality (VR) based training has greatly changed surgeons learning mode. It can simulate the surgery from the visual, auditory, and tactile aspects. VR medical simulator can greatly reduce the risk of the real patient and the cost of hospitals. Laparoscopic cholecystectomy is one of the typical representatives in minimal invasive surgery (MIS). Due to the large incidence of cholecystectomy, the application of its VR-based simulation is vital and necessary for the residents' surgical training. In this paper, we present a VR simulation framework based on position-based dynamics (PBD) for cholecystectomy. To further accelerate the deformation of organs, PBD constraints are solved in parallel by a graph coloring algorithm. We introduce a bio-thermal conduction model to improve the realism of the fat tissue electrocautery. Finally, we design a hybrid multi-model connection method to handle the interaction and simulation of the liver-gallbladder separation. This simulation system has been applied to laparoscopic cholecystectomy training in several hospitals. From the experimental results, users can operate in real-time with high stability and fidelity. The simulator is also evaluated by a number of digestive surgeons through preliminary studies. They believed that the system can offer great help to the improvement of surgical skills.
引用
收藏
页码:548 / 556
页数:9
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