PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment

被引:0
|
作者
Shin, Minwoo [1 ]
Seo, Minjee [1 ]
Cho, Seonaeng [1 ]
Park, Juil [2 ]
Kwon, Joon Ho [2 ]
Lee, Deukhee [3 ,4 ]
Yoon, Kyungho [1 ]
机构
[1] Yonsei University, School of Mathematics and Computing (Computational Science and Engineering), Seoul,03722, Korea, Republic of
[2] Yonsei University College of Medicine, Department of Radiology, Seoul,03722, Korea, Republic of
[3] Center for Healthcare Robotics, Korea Institute of Science and Technology, Seoul,02792, Korea, Republic of
[4] Yonsei University, Yonsei-KIST Convergence Research Institute, Seoul,03722, Korea, Republic of
关键词
76;
D O I
10.1016/j.engappai.2024.109349
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Percutaneous radiofrequency ablation for treatment of giant cell tumor of bone guided by real-time US fused with CT
    Qiyu Zhao
    Lifeng Wang
    Fen Chen
    Tian-an Jiang
    Journal of Medical Ultrasonics, 2014, 41 : 223 - 227
  • [22] Percutaneous radiofrequency ablation for treatment of giant cell tumor of bone guided by real-time US fused with CT
    Zhao, Qiyu
    Wang, Lifeng
    Chen, Fen
    Jiang, Tian-an
    JOURNAL OF MEDICAL ULTRASONICS, 2014, 41 (02) : 223 - 227
  • [23] Real-time cardiovascular magnetic resonance-guided radiofrequency ablation: A comprehensive review
    Tampakis, Konstantinos
    Pastromas, Sokratis
    Sykiotis, Alexandros
    Kampanarou, Stamatina
    Kourgiannidis, Georgios
    Pyrpiri, Chrysa
    Bousoula, Maria
    Rozakis, Dimitrios
    Andrikopoulos, George
    WORLD JOURNAL OF CARDIOLOGY, 2023, 15 (09): : 415 - 426
  • [24] Video: Real-Time Virtual Sonography guided percutaneous radiofrequency ablation of renal tumor
    Ukimura, O
    Kaouk, JH
    Remer, E
    O'Malley, CM
    Desai, MM
    Haber, GP
    Ushijima, S
    Okihara, K
    Kawauchi, A
    Miki, T
    Gill, IS
    JOURNAL OF UROLOGY, 2006, 175 (04): : 504 - 504
  • [25] Real-time natural gas release forecasting by using physics-guided deep learning probability model
    Shi, Jihao
    Xie, Weikang
    Huang, Xinyan
    Xiao, Fu
    Usmani, Asif Sohail
    Khan, Faisal
    Yin, Xiaokang
    Chen, Guoming
    JOURNAL OF CLEANER PRODUCTION, 2022, 368
  • [26] A physics-guided modelling method of artificial neural network for multiaxial fatigue life prediction under irregular loading
    Zhou, Tianguo
    Sun, Xingyue
    Chen, Xu
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2023, 381 (2260):
  • [27] Real-time atrial wall imaging during radiofrequency ablation in a porcine model
    Granier, Mathieu
    Winum, Pierre Francois
    Granier, Mireille
    Liaud, Pierre
    Cayla, Guillaume
    Messner, Patrick
    Pasquie, Jean-Luc
    Schuster, Iris
    HEART RHYTHM, 2015, 12 (08) : 1827 - 1835
  • [28] Optoacoustic monitoring of real-time lesion formation during radiofrequency catheter ablation
    Pang, Genny A.
    Bay, Erwin
    Dean-Ben, Xose Luis
    Razansky, Daniel
    PHOTONS PLUS ULTRASOUND: IMAGING AND SENSING 2015, 2015, 9323
  • [29] Real-time virtual sonography guided percutaneous radiofrequency ablation of renal tumor: Initial experience
    Ukimura, O
    Kaouk, JH
    Remer, E
    O'Malley, CM
    Desai, MM
    Ushijima, S
    Okihara, K
    Kawauchi, A
    Miki, T
    Gill, IS
    JOURNAL OF UROLOGY, 2006, 175 (04): : 552 - 552
  • [30] Thermal properties estimation during thawing via real-time neural network learning
    Boillereaux, L
    Cadet, C
    Le Bail, A
    JOURNAL OF FOOD ENGINEERING, 2003, 57 (01) : 17 - 23