Real-time simulation of electrocautery procedure using meshfree methods in laparoscopic cholecystectomy

被引:2
|
作者
Junjun Pan
Yuhan Yang
Yang Gao
Hong Qin
Yaqing Si
机构
[1] Beihang University,State Key Laboratory of Virtual Reality Technology and System
[2] Stony Brook University (SUNY Stony Brook),Department of Computer Science
[3] The First Affiliated Hospital of Zhengzhou University,undefined
来源
The Visual Computer | 2019年 / 35卷
关键词
Meshfree; Cholecystectomy; Virtual reality; Thermal transmission model; GPU; Electrocautery;
D O I
暂无
中图分类号
学科分类号
摘要
Virtual reality (VR) medical simulators with visual and haptic feedback provide an efficient and cost-effective alternative without any risk to the traditional training approaches. Electrocautery is one of the essential training tasks in laparoscopic cholecystectomy. In order to achieve a high fidelity with visual realism in electrocautery simulation, we propose a physical-based solution to handle the soft tissue deformation and topology change which occurs due to the heat generated by electro-hook. The whole computation is built on discrete particles. For cholecystectomy simulation, the first task is to remove the fat tissue which wraps the cystic artery and duct with electro-hook. We use a meshfree method to handle the fat tissue deformation which based on continuum elasticity equations. And a meshfree dissection model is also introduced to handle the thermal transmission when electro-hook touches the fat surface. Both models are implemented on GPU to achieve real-time performance. The visual performance and computational cost of the proposed method are properly evaluated and compared with other popularly used approaches. From the experimental results, our electrocautery simulation can achieve real-time performance with high degree of realism and fidelity. This technique has also been adopted in our developed VR-based laparoscopic surgery simulator, which has been tested and verified by laparoscopic surgeons through a pilot study. Surgeons believed that the visual performance is realistic and helpful to enhance laparoscopic electrocautery skills. Our system exhibits the potentials to improve the surgical skills of medical practitioners during their training sessions and effectively shorten their learning curve.
引用
收藏
页码:861 / 872
页数:11
相关论文
共 50 条
  • [41] A novel tool for assessing psychomotor proficiency in laparoscopic cholecystectomy using simulation-based training
    Erin Kim
    Marius J. Tchinde
    Deborah M. Rooney
    Blessing N. Ngam
    R. Luke Rettig
    Christopher L. Gross
    Mark J. Snell
    Melanie L. Barnard
    Kevin El-Hayek
    David R. Jeffcoach
    Grace J. Kim
    Surgical Endoscopy, 2025, 39 (5) : 3386 - 3395
  • [42] A physics-based algorithm for real-time simulation of electrosurgery procedures in minimally invasive surgery
    Lu, Zhonghua
    Arikatla, Venkata S.
    Han, Zhongqing
    Allen, Brian F.
    De, Suvranu
    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2014, 10 (04): : 495 - 504
  • [43] Real-Time, Curvature-Sensitive Surface Simplification Using Depth Images
    Bahirat, Kanchan
    Raghuraman, Suraj
    Prabhakaran, Balakrishnan
    IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 20 (06) : 1489 - 1498
  • [44] Affective Real-Time Video Abstraction Using CUDA
    Yang, Heekyung
    Min, Kyungha
    CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, 2012, 310 : 566 - +
  • [45] Real-time Face Detection Algorithm Using GPU
    Feng, Zhongyuan
    Jia, Jinyuan
    Zhao, Feipeng
    2011 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1 AND 2: NEW ENGINES FOR INDUSTRIAL DESIGN: INTELLIGENCE - INTERACTION - SERVICES, 2011, : 1284 - 1289
  • [46] Real-time simulation and virtual reality applications of multibody systems - Preface
    Cuadrado, Javier
    Schiehlen, Werner
    MULTIBODY SYSTEM DYNAMICS, 2007, 17 (2-3) : 97 - 98
  • [47] Real-Time Mosaicing of Fetoscopic Videos using SIFT
    Daga, Pankaj
    Chadebecq, Francois
    Shakir, Dzhoshkun I.
    Herrera, Luis Carlos Garcia-Peraza
    Tella, Marcel
    Dwyer, George
    David, Anna L.
    Deprest, Jan
    Stoyanov, Danail
    Vercauteren, Tom
    Ourselin, Sebastien
    MEDICAL IMAGING 2016: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2016, 9786
  • [48] Real-time interaction with a humanoid avatar in an immersive table tennis simulation
    Rusdorf, Stephan
    Brunnett, Guido
    Lorenz, Mario
    Winkler, Tobias
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2007, 13 (01) : 15 - 25
  • [49] Controlling an avatar by thought using real-time fMRI
    Cohen, Ori
    Koppel, Moshe
    Malach, Rafael
    Friedman, Doron
    JOURNAL OF NEURAL ENGINEERING, 2014, 11 (03)
  • [50] Real-time haptic model for soft tissue deformation in surgery simulation
    孙伟
    Zhu Jiandong
    Zhang Xiaorui
    Zhao Xinping
    Niu Jianwei
    Song Aiguo
    High Technology Letters, 2013, 19 (03) : 233 - 239