Real-time MRI-guided hyperthermia treatment using a fast adaptive algorithm

被引:47
|
作者
Stakhursky, Vadim L. [1 ]
Arabe, Omar [1 ]
Cheng, Kung-Shan [1 ]
MacFall, James [1 ]
Maccarini, Paolo [1 ]
Craciunescu, Oana [1 ]
Dewhirst, Mark [1 ]
Stauffer, Paul [1 ]
Das, Shiva K. [1 ]
机构
[1] Duke Univ, Med Ctr, Dept Radiat Oncol, Durham, NC 27710 USA
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2009年 / 54卷 / 07期
关键词
DIELECTRIC-PROPERTIES; BIOLOGICAL TISSUES; TEMPERATURE OPTIMIZATION; RANDOMIZED-TRIAL; THERMAL THERAPY; PHASED-ARRAY; CANINE BRAIN; IN-VIVO; CANCER; THERMOMETRY;
D O I
10.1088/0031-9155/54/7/019
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Magnetic resonance (MR) imaging is promising for monitoring and guiding hyperthermia treatments. The goal of this work is to investigate the stability of an algorithm for online MR thermal image guided steering and focusing of heat into the target volume. The control platform comprised a four-antenna mini-annular phased array (MAPA) applicator operating at 140 MHz (used for extremity sarcoma heating) and a GE Signa Excite 1.5 T MR system, both of which were driven by a control workstation. MR proton resonance frequency shift images acquired during heating were used to iteratively update a model of the heated object, starting with an initial finite element computed model estimate. At each iterative step, the current model was used to compute a focusing vector, which was then used to drive the next iteration, until convergence. Perturbation of the driving vector was used to prevent the process from stalling away from the desired focus. Experimental validation of the performance of the automatic treatment platform was conducted with two cylindrical phantom studies, one homogeneous and one muscle equivalent with tumor tissue (conductivity 50% higher) inserted, with initial focal spots being intentionally rotated 90 degrees and 50 degrees away from the desired focus, mimicking initial setup errors in applicator rotation. The integrated MR-HT treatment platform steered the focus of heating into the desired target volume in two quite different phantom tissue loads which model expected patient treatment configurations. For the homogeneous phantom test where the target was intentionally offset by 90 degrees rotation of the applicator, convergence to the proper phase focus in the target occurred after 16 iterations of the algorithm. For the more realistic test with a muscle equivalent phantom with tumor inserted with 50 degrees applicator displacement, only two iterations were necessary to steer the focus into the tumor target. Convergence improved the heating efficacy (the ratio of integral temperature in the tumor to integral temperature in normal tissue) by up to sixfold, compared to the first iteration. The integrated MR-HT treatment algorithm successfully steered the focus of heating into the desired target volume for both the simple homogeneous and the more challenging muscle equivalent phantom with tumor insert models of human extremity sarcomas after 16 and 2 iterations, correspondingly. The adaptive method for MR thermal image guided focal steering shows promise when tested in phantom experiments on a four-antenna phased array applicator.
引用
收藏
页码:2131 / 2145
页数:15
相关论文
共 50 条
  • [21] Real-time trajectory guide tracking for intraoperative MRI-guided neurosurgery
    Olsen, Miles E.
    Brodsky, Ethan K.
    Oler, Jonathan A.
    Riedel, Marissa K.
    Mueller, Sascha A. L.
    Vermilyea, Scott C.
    Metzger, Jeanette M.
    Tao, Yunlong
    Brunner, Kevin G.
    Ahmed, Azam S.
    Zhang, Su-Chun
    Emborg, Marina E.
    Kalin, Ned H.
    Block, Walter F.
    MAGNETIC RESONANCE IN MEDICINE, 2023, 89 (02) : 710 - 720
  • [22] MRI-Guided Real-Time Online Adaptive Gated Stereotactic Body Radiation Therapy for Liver Tumors
    Venkatesulu, B.
    Ness, E.
    Lee, B. H.
    Gerena, M.
    Sethi, A.
    Molvar, C.
    Cottler, S.
    Small, W., Jr.
    Refaat, T.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 114 (03): : E182 - E182
  • [23] Future of medical physics: Real-time MRI-guided proton therapy
    Oborn, Bradley M.
    Dowdell, Stephen
    Metcalfe, Peter E.
    Crozier, Stuart
    Mohan, Radhe
    Keall, Paul J.
    MEDICAL PHYSICS, 2017, 44 (08) : E77 - E90
  • [24] Real-time probe tracking using EM-optical sensor for MRI-guided cryoablation
    Gao, Wenpeng
    Jiang, Baichuan
    Kacher, Daniel F.
    Fetics, Barry
    Nevo, Erez
    Lee, Thomas C.
    Jayender, Jagadeesan
    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2018, 14 (01):
  • [25] Improved operative efficiency using a real-time MRI-guided stereotactic platform for laser amygdalohippocampotomy
    Ho, Allen L.
    Sussman, Eric S.
    Pendharkar, Arjun V.
    Le, Scheherazade
    Mantovani, Alessandra
    Keebaugh, Alaine C.
    Drover, David R.
    Grant, Gerald A.
    Wintermark, Max
    Halpern, Casey H.
    JOURNAL OF NEUROSURGERY, 2018, 128 (04) : 1165 - 1172
  • [26] Feasibility of MRI-guided Hyperthermia Treatment of Head and Neck Cancer
    Paulides, M. M.
    Numan, W. C. M.
    Drizdal, T.
    Kotek, G.
    Yeo, D. T. B.
    Van Rhoon, G. C.
    2014 8TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP), 2014, : 1474 - 1477
  • [27] A deep unrolled neural network for real-time MRI-guided brain intervention
    He, Zhao
    Zhu, Ya-Nan
    Chen, Yu
    Chen, Yi
    He, Yuchen
    Sun, Yuhao
    Wang, Tao
    Zhang, Chengcheng
    Sun, Bomin
    Yan, Fuhua
    Zhang, Xiaoqun
    Sun, Qing-Fang
    Yang, Guang-Zhong
    Feng, Yuan
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [28] Real-Time MRI-Guided Cardiac Cryo-Ablation: A Feasibility Study
    Kholmovski, Eugene G.
    Coulombe, Nicolas
    Silvernagel, Joshua
    Angel, Nathan
    Parker, Dennis
    Macleod, Rob
    Marrouche, Nassir
    Ranjan, Ravi
    JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 2016, 27 (05) : 602 - 608
  • [29] Real-time cardiorespiratory motion management for MRI-guided stereotactic arrythmia radioablation
    Akdag, O.
    Borman, P.
    Uijtewaal, P.
    Woodhead, P.
    Kok, J.
    Van Asselen, B.
    Raaymakers, B.
    Fast, M.
    RADIOTHERAPY AND ONCOLOGY, 2021, 161 : S384 - S385
  • [30] Three-dimensional real-time MRI-guided intracardiac catheter navigation
    Gaspar, Thomas
    Piorkowski, Christopher
    Gutberlet, Matthias
    Hindricks, Gerhard
    EUROPEAN HEART JOURNAL, 2014, 35 (09) : 589