A Real-time Cutting Model Based on Finite Element and Order Reduction

被引:21
作者
Zhang, Xiaorui [1 ,2 ]
Zhang, Wenzheng [2 ]
Sun, Wei [3 ]
Wu, Hailun [2 ]
Song, Aiguo [4 ]
Jha, Sunil Kumar [5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Wuxi Res Inst, Wuxi 214100, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Jiangsu Engn Ctr Network Monitoring, Sch Comp & Software, Minist Educ,Engn Res Ctr Digital Forens, Nanjing 210044, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Sch Automat, Nanjing 210044, Peoples R China
[4] Southeast Univ, Sch Instrument Sci & Engn, State Key Lab Bioelect, Jiangsu Key Lab Remote Measurement & Control, Nanjing 210096, Peoples R China
[5] Univ Informat Technol & Management Rzeszow, IT Fundamentals & Educ Technol Applicat, PL-100031 Rzeszow Voivodeship, Poland
来源
COMPUTER SYSTEMS SCIENCE AND ENGINEERING | 2022年 / 43卷 / 01期
关键词
Virtual surgery; cutting model; finite element model; model order reduction; Bezier curve;
D O I
10.32604/csse.2022.024950
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Telemedicine plays an important role in Corona Virus Disease 2019 (COVID-19). The virtual surgery simulation system, as a key component in telemedicine, requires to compute in real-time. Therefore, this paper proposes a realtime cutting model based on finite element and order reduction method, which improves the computational speed and ensure the real-time performance. The proposed model uses the finite element model to construct a deformation model of the virtual lung. Meanwhile, a model order reduction method combining proper orthogonal decomposition and Galerkin projection is employed to reduce the amount of deformation computation. In addition, the cutting path is formed according to the collision intersection position of the surgical instrument and the lesion area of the virtual lung. Then, the Bezier curve is adopted to draw the incision outline after the virtual lung has been cut. Finally, the simulation system is set up on the PHANTOM OMNI force haptic feedback device to realize the cutting simulation of the virtual lung. Experimental results show that the proposed model can enhance the real-time performance of telemedicine, reduce the complexity of the cutting simulation and make the incision smoother and more natural.
引用
收藏
页码:1 / 15
页数:15
相关论文
共 19 条
[1]  
Baofeng Gao, 2020, 2020 IEEE International Conference on Mechatronics and Automation (ICMA), P1026, DOI 10.1109/ICMA49215.2020.9233617
[2]   Efficient non-linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations [J].
Carlberg, Kevin ;
Bou-Mosleh, Charbel ;
Farhat, Charbel .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2011, 86 (02) :155-181
[3]   Simulation of NiTi Stent Deployment in a Realistic Patient Carotid Artery Using Isogeometric Analysis [J].
Chavalla, Sharath ;
Hoffmann, Thomas ;
Juhre, Daniel .
INTERNATIONAL CONFERENCE ON STENTS: MATERIALS, MECHANICS AND MANUFACTURING (ICS3M 2019), 2019, 15 :8-15
[4]   Medical Data Point Clouds Reconstruction Algorithm Based on Tensor Product B-Spline Approximation in Virtual Surgery [J].
Chen, Guo-Dong ;
Wang, Fei-Fei .
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2017, 37 (02) :162-170
[5]   Modeling of Soft Object Deformation using Finite Element Differential Neural Networks [J].
Fuentes-Aguilar, Rita Q. ;
Bello-Robles, Juan Carlos ;
Ruiz-Leon, Javier .
IFAC PAPERSONLINE, 2018, 51 (13) :474-478
[6]  
Goury O., 2015, THESIS CARDIFF U CAR
[7]   Fast, Generic, and Reliable Control and Simulation of Soft Robots Using Model Order Reduction [J].
Goury, Olivier ;
Duriez, Christian .
IEEE TRANSACTIONS ON ROBOTICS, 2018, 34 (06) :1565-1576
[8]  
Li B. J., 2020, MED MED EQUIPMENT, V41, P19
[9]   Relationship of Intra- and Extracellular Spaces of Myocytes with Water-Holding Capacity and Water Status in Fresh Pork [J].
Li H. ;
Chen T. ;
Yang B. ;
Li Y. ;
Bian J. ;
Shu G. .
Shipin Kexue/Food Science, 2020, 41 (21) :1-6
[10]   Corotational Finite Element Formulation for Virtual-Reality Based Surgery Simulators [J].
Marinkovic, D. ;
Zehn, M. .
PHYSICAL MESOMECHANICS, 2018, 21 (01) :15-23