Development and validation of a MRgHIFU non-invasive tissue acoustic property estimation technique

被引:14
作者
Johnson, Sara L. [1 ]
Dillon, Christopher [2 ]
Odeen, Henrik [2 ]
Parker, Dennis [2 ]
Christensen, Douglas [1 ,3 ]
Payne, Allison [2 ]
机构
[1] Univ Utah, Dept Bioengn, Salt Lake City, UT 84112 USA
[2] Univ Utah, Dept Radiol & Imaging Sci, Salt Lake City, UT USA
[3] Univ Utah, Dept Elect & Comp Engn, Salt Lake City, UT USA
关键词
High intensity focused ultrasound; thermal ablation; treatment planning; acoustic properties; non-invasive; INTENSITY FOCUSED ULTRASOUND; THERMAL-CONDUCTIVITY; LIVER-TISSUE; TEMPERATURE-DEPENDENCE; IN-VITRO; HIFU SAR; ATTENUATION; COAGULATION; THERMOMETRY; ABSORPTION;
D O I
10.1080/02656736.2016.1216184
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
MR-guided high-intensity focussed ultrasound (MRgHIFU) non-invasive ablative surgeries have advanced into clinical trials for treating many pathologies and cancers. A remaining challenge of these surgeries is accurately planning and monitoring tissue heating in the face of patient-specific and dynamic acoustic properties of tissues. Currently, non-invasive measurements of acoustic properties have not been implemented in MRgHIFU treatment planning and monitoring procedures. This methods-driven study presents a technique using MR temperature imaging (MRTI) during low-temperature HIFU sonications to non-invasively estimate sample-specific acoustic absorption and speed of sound values in tissue-mimicking phantoms. Using measured thermal properties, specific absorption rate (SAR) patterns are calculated from the MRTI data and compared to simulated SAR patterns iteratively generated via the Hybrid Angular Spectrum (HAS) method. Once the error between the simulated and measured patterns is minimised, the estimated acoustic property values are compared to the true phantom values obtained via an independent technique. The estimated values are then used to simulate temperature profiles in the phantoms, and compared to experimental temperature profiles. This study demonstrates that trends in acoustic absorption and speed of sound can be non-invasively estimated with average errors of 21% and 1%, respectively. Additionally, temperature predictions using the estimated properties on average match within 1.2 degrees C of the experimental peak temperature rises in the phantoms. The positive results achieved in tissue-mimicking phantoms presented in this study indicate that this technique may be extended to in vivo applications, improving HIFU sonication temperature rise predictions and treatment assessment.
引用
收藏
页码:723 / 734
页数:12
相关论文
共 50 条
[31]   Non-invasive Acquisition of Blood Pulse Using Magnetic Disturbance Technique [J].
Phua, Chee Teck ;
Lissorgues, Gaelle ;
Mercier, Bruno .
13TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, VOLS 1-3, 2009, 23 (1-3) :786-+
[32]   Influence of PCA Components on Glucose Prediction using Non-invasive Technique [J].
Parab, J. S. ;
Gad, R. S. ;
Naik, G. M. .
2016 INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL, ELECTRONIC AND SYSTEMS ENGINEERING (ICAEES), 2016, :473-476
[33]   Reverse iontophoresis: A non-invasive technique for measuring blood lactate level [J].
Ching, C. T. S. ;
Connolly, P. .
SENSORS AND ACTUATORS B-CHEMICAL, 2008, 129 (01) :352-358
[34]   Proof of concept non-invasive estimation of peripheral venous oxygen saturation [J].
Khan, Musabbir ;
Pretty, Chris G. ;
Amies, Alexander C. ;
Balmer, Joel ;
Banna, Houda E. ;
Shaw, Geoffrey M. ;
Chase, J. Geoffrey .
BIOMEDICAL ENGINEERING ONLINE, 2017, 16
[35]   Proof of concept non-invasive estimation of peripheral venous oxygen saturation [J].
Musabbir Khan ;
Chris G. Pretty ;
Alexander C. Amies ;
Joel Balmer ;
Houda E. Banna ;
Geoffrey M. Shaw ;
J. Geoffrey Chase .
BioMedical Engineering OnLine, 16
[36]   NON-INVASIVE EMBOLUS TRAP USING HISTOTRIPSY-AN ACOUSTIC PARAMETER STUDY [J].
Park, Simone ;
Maxwell, Adam D. ;
Owens, Gabe E. ;
Gurm, Hitinder S. ;
Cain, Charles A. ;
Xu, Zhen .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2013, 39 (04) :611-619
[37]   Non-invasive determination of concentration of compounds in strongly absorbing biological tissue [J].
Bolt, RA ;
Kanger, JS ;
de Mul, FFM ;
Wu, XM ;
Yeh, SJ ;
Khalil, OS .
OPTICAL BIOPSY III, 2000, 3917 :168-175
[38]   Development of Non-Invasive Biosensors for Neonatal Jaundice Detection: A Review [J].
Hazarika, Chandan Jyoti ;
Borah, Alee ;
Gogoi, Poly ;
Ramchiary, Shrimanta S. ;
Daurai, Bethuel ;
Gogoi, Manashjit ;
Saikia, Manob Jyoti .
BIOSENSORS-BASEL, 2024, 14 (05)
[39]   A comparison of non-invasive versus invasive methods of haemoglobin estimation in patients undergoing intracranial surgery [J].
Khanna, Puneet ;
Rajagopalan, Vanitha ;
Singh, Gyaninder ;
Prabhakar, Hemanshu .
SOUTHERN AFRICAN JOURNAL OF ANAESTHESIA AND ANALGESIA, 2014, 20 (03) :160-163
[40]   Development of Smartphone-based Non-Invasive Hemoglobin Measurement [J].
Dewantoro, Putut ;
Gandana, Clinton Elian ;
Zakaria, Resti Oktia Rahman Hasballah ;
Irawan, Yoke Saadia .
2018 INTERNATIONAL SYMPOSIUM ON ELECTRONICS AND SMART DEVICES (ISESD 2018): SMART DEVICES FOR BIG DATA ANALYTIC AND MACHINE LEARNING, 2018, :28-33