Minimally Invasive Live Tissue High-Fidelity Thermophysical Modeling Using Real-Time Thermography

被引:5
|
作者
El-Kebir, Hamza [1 ]
Ran, Junren [2 ]
Lee, Yongseok [2 ]
Chamorro, Leonardo P. [2 ]
Ostoja-Starzewski, Martin [2 ]
Berlin, Richard [3 ,4 ]
Cornejo, Gabriela M. Aguiluz [5 ]
Benedetti, Enrico [5 ]
Giulianotti, Pier C. [5 ]
Bentsman, Joseph [6 ]
机构
[1] Univ Illinois, Dept Aerosp Engn, Urbana, IL USA
[2] Univ Illinois, Dept Mech Sci & Engn, Urbana, IL USA
[3] Carle Hosp, Dept Trauma Surg, Urbana, IL USA
[4] Carle Illinois Coll Med, Dept Biomed & Translat Sci, Urbana, IL USA
[5] Univ Illinois, Dept Surg, Chicago, IL USA
[6] Univ Illinois, Dept Mech Sci & Engn, Urbana, IL 61801 USA
基金
美国国家卫生研究院;
关键词
Biomedical infrared imaging; thermography; tissue thermodynamics; real-time model estimation; THERMAL-CONDUCTIVITY;
D O I
10.1109/TBME.2022.3230728
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present a novel thermodynamic parameter estimation framework for energy-based surgery on live tissue, with direct applications to tissue characterization during electrosurgery. This framework addresses the problem of estimating tissue-specific thermodynamics in real-time, which would enable accurate prediction of thermal damage impact to the tissue and damage-conscious planning of electrosurgical procedures. Our approach provides basic thermodynamic information such as thermal diffusivity, and also allows for obtaining the thermal relaxation time and a model of the heat source, yielding in real-time a controlled hyperbolic thermodynamics model. The latter accounts for the finite thermal propagation time necessary for modeling of the electrosurgical action, in which the probe motion speed often surpasses the speed of thermal propagation in the tissue operated on. Our approach relies solely on thermographer feedback and a knowledge of the power level and position of the electrosurgical pencil, imposing only very minor adjustments to normal electrosurgery to obtain a high-fidelity model of the tissue-probe interaction. Our method is minimally invasive and can be performed in situ. We apply our method first to simulated data based on porcine muscle tissue to verify its accuracy and then to in vivo liver tissue, and compare the results with those from the literature. This comparison shows that parameterizing the Maxwell-Cattaneo model through the framework proposed yields a noticeably higher fidelity real-time adaptable representation of the thermodynamic tissue response to the electrosurgical impact than currently available. A discussion on the differences between the live and the dead tissue thermodynamics is also provided.
引用
收藏
页码:1849 / 1857
页数:9
相关论文
共 50 条
  • [41] High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI
    Demirel, Omer Burak
    Zhang, Chi
    Yaman, Burhaneddin
    Gulle, Merve
    Shenoy, Chetan
    Leiner, Tim
    Kellman, Peter
    Akcakaya, Mehmet
    2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, 2023,
  • [42] Real-time instrument detection in minimally invasive surgery using radiofrequency identification technology
    Kranzfelder, Michael
    Schneider, Armin
    Fiolka, Adam
    Schwan, Elena
    Gillen, Sonja
    Wilhelm, Dirk
    Schirren, Rebecca
    Reiser, Silvano
    Jensen, Brian
    Feussner, Hubertus
    JOURNAL OF SURGICAL RESEARCH, 2013, 185 (02) : 704 - 710
  • [43] High Fidelity Real-Time Maritime Scene Rendering
    Shyu, Hawjye
    Taczak, Thomas M.
    Cox, Kevin
    Gover, Robert
    Maraviglia, Carlos
    Cahill, Colin
    TECHNOLOGIES FOR SYNTHETIC ENVIRONMENTS: HARDWARE-IN-THE-LOOP XVI, 2011, 8015
  • [44] Robust and high fidelity real-time hybrid substructuring
    Insam, Christina
    Kist, Arian
    Schwalm, Henri
    Rixen, Daniel J.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 157
  • [45] High-fidelity PWM inverter, for digital audio amplification: Spectral analysis, real-time DSP implementation, and results
    Pascual, U
    Song, Z
    Krein, PT
    Sarwate, DV
    Midya, P
    Roeckner, WBJ
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2003, 18 (01) : 473 - 485
  • [46] Durable Plasmonic Cap Arrays on Flexible Substrate with Real-Time Optical Tunability for High-Fidelity SERS Devices
    Kang, Hyelim
    Heo, Chul-Joon
    Jeon, Hwan Chul
    Lee, Su Yeon
    Yang, Seung-Man
    ACS APPLIED MATERIALS & INTERFACES, 2013, 5 (11) : 4569 - 4574
  • [47] High fidelity real-time simulator with mixed real and virtual sensors
    Papp, Z
    Dorrepaal, M
    Thean, AHC
    van Elk, MG
    2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-4, 2005, : 4526 - 4531
  • [48] High-Fidelity Multiphysics Modeling of a Heat Pipe Microreactor Using BlueCrab
    Stauff, Nicolas E.
    Miao, Yinbin
    Cao, Yan
    Mo, Kun
    Abdelhameed, Ahmed Amin E.
    Ibarra, Lander
    Matthews, Christopher
    Shemon, Emily R.
    NUCLEAR SCIENCE AND ENGINEERING, 2024,
  • [49] Minimally invasive surgery using intraoperative real-time capsule endoscopy for small bowel lesions
    Yamashita, Kazuki
    Okumura, Hideo
    Oka, Yasuo
    Urakami, Atsushi
    Shiotani, Akiko
    Nakashima, Hiroshi
    Matsumoto, Hideo
    Hirai, Toshihiro
    Nakamura, Masafumi
    SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2013, 27 (07): : 2337 - 2341
  • [50] Minimally invasive surgery using intraoperative real-time capsule endoscopy for small bowel lesions
    Kazuki Yamashita
    Hideo Okumura
    Yasuo Oka
    Atsushi Urakami
    Akiko Shiotani
    Hiroshi Nakashima
    Hideo Matsumoto
    Toshihiro Hirai
    Masafumi Nakamura
    Surgical Endoscopy, 2013, 27 : 2337 - 2341