TY - GEN
T1 - Real-time VR Simulation of Laparoscopic Cholecystectomy based on Parallel Position-based Dynamics in GPU
AU - Pan, Junjun
AU - Zhang, Leiyu
AU - Yu, Peng
AU - Shen, Yang
AU - Wang, Haipeng
AU - Hao, Haimin
AU - Qin, Hong
N1 - Publisher Copyright: © 2020 IEEE.
PY - 2020/3
Y1 - 2020/3
N2 - 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.
AB - 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.
KW - Computer systems organization
KW - Human computer interaction
KW - Human-centered computing
KW - Interactive systems and tools
KW - Real- time system architecture
KW - Real-time systems
KW - User interface programming
UR - https://www.scopus.com/pages/publications/85085521524
U2 - 10.1109/VR46266.2020.1580817835575
DO - 10.1109/VR46266.2020.1580817835575
M3 - Conference contribution
T3 - Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2020
SP - 548
EP - 556
BT - Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 27th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2020
Y2 - 22 March 2020 through 26 March 2020
ER -