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
  • [1] PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment
    Shin, Minwoo
    Seo, Minjee
    Cho, Seonaeng
    Park, Juil
    Kwon, Joon Ho
    Lee, Deukhee
    Yoon, Kyungho
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 138
  • [2] PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment
    Shin, Minwoo
    Seo, Minjee
    Cho, Seonaeng
    Park, Juil
    Kwon, Joon Ho
    Lee, Deukhee
    Yoon, Kyungho
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 138
  • [3] Physics-guided neural network for grinding temperature prediction
    Zhang, Tianren
    Wang, Wenhu
    Dong, Ruizhe
    Wang, Yuanbin
    Peng, Tao
    Zheng, Pai
    Yang, Zhongxue
    JOURNAL OF ENGINEERING DESIGN, 2024,
  • [4] Topology-Transferable Physics-Guided Graph Neural Network for Real-Time Optimal Power Flow
    Yang, Mei
    Qiu, Gao
    Liu, Junyong
    Liu, Youbo
    Liu, Tingjian
    Tang, Zhiyuan
    Ding, Lijie
    Shui, Yue
    Liu, Kai
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (09) : 10857 - 10872
  • [5] A physics-guided machine learning framework for real-time dynamic wake prediction of wind turbines
    Li, Baoliang
    Ge, Mingwei
    Li, Xintao
    Liu, Yongqian
    PHYSICS OF FLUIDS, 2024, 36 (03)
  • [6] Radiofrequency ablation of hepatocellular carcinoma guided by real-time physics-based ablation simulation: a prospective study
    Hoffer, Eric K.
    Drinane, Mary C.
    Bhatnagar, Vikrant
    Mehta, Riya
    Munger, David P.
    Borsic, Andrea
    INTERNATIONAL JOURNAL OF HYPERTHERMIA, 2024, 41 (01)
  • [7] Radiofrequency ablation guided by real-time cardiovascular magnetic resonance
    Fusco, Armando
    De Santis, Domenico
    De Ruvo, Ermenegildo
    Calo, Leonardo
    Borrelli, Alessio
    Caruso, Damiano
    Tremamunno, Giuseppe
    Laghi, Andrea
    Simonetti, Giovanni
    Stefanini, Matteo
    RADIOLOGIA MEDICA, 2024, 129 (12): : 1823 - 1829
  • [8] Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning
    Karami, Mohammad
    Lombaert, Herve
    Rivest-Henault, David
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2023, 104
  • [9] A Physics-Guided Attention-Based Neural Network for Sea Surface Temperature Prediction
    Shi, Benyun
    Feng, Liu
    He, Hailun
    Hao, Yingjian
    Peng, Yue
    Liu, Miao
    Liu, Yang
    Liu, Jiming
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62
  • [10] Physics-guided Convolutional Neural Network for Flow Prediction in Heat Exchangers in Electrified Aircraft
    Bokil, Gaurav R.
    Geyer, Thomas F.
    Merbold, Sebastian
    Kazula, Stefan
    AIAA AVIATION FORUM AND ASCEND 2024, 2024,