A method for quantitative imaging of electrical properties of human tissues from only amplitude electromagnetic data

被引:44
作者
Bevacqua, Martina T. [1 ]
Bellizzi, Gennaro G. [1 ,2 ]
Crocco, Lorenzo [2 ]
Isernia, Tommaso [1 ,2 ]
机构
[1] Univ Mediterranea Reggio Calabria, DIIES, Dept Informat Engn Infrastruct & Sustainable Ener, DIIES Dept, Via Graziella, I-89124 Loc Feo Di Vito, Reggio Di Calab, Italy
[2] Natl Res Council Italy, CNR IREA, Inst Electromagnet Sensing Environm, Via Diocleziano 328, I-80124 Naples, Italy
关键词
inverse problems; microwave imaging; electromagnetic inverse scattering; segmentation; phaseless measurements; magnetic resonance imaging; biological electrical properties; DIELECTRIC-PROPERTIES; IN-VIVO; INVERSE SCATTERING; CSI-EPT; MRI; HYPERTHERMIA; CONDUCTIVITY; TOMOGRAPHY; ALGORITHM;
D O I
10.1088/1361-6420/aaf5b8
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The estimation of electrical properties of living biological tissues is relevant to several medical applications ranging from hyperthermia treatment planning to dosimetry and, more in general, is pivotal for a fundamental understanding of bioclectromagnetic interactions. Non-invasive electromagnetic imaging, either based on the processing of electric fields measured via microwave tomography or magnetic fields acquired in magnetic resonance is suitable to pursue this goal. In this framework, the possibility of imaging without the need of phase information would be extremely relevant, as it would enable simpler and more reliable devices and would avoid limiting assumptions typically used in the literature. With reference to the canonical yet significant 2D case, in this paper we propose an inverse scattering approach for tissue characterization from only-amplitude electromagnetic data, which, by virtue of a unified mathematical framework, is viable for both microwave tomography and magnetic resonance imaging. The key feature of the method is the innovative use of morphological maps derived by other medical imaging modalities as prior spatial information, In particular, these images arc exploited to define a convenient and effective patient-specific representation of the unknowns. The approach is tested against simulated data derived from anatomically realistic scenarios.
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页数:18
相关论文
共 46 条
[1]   Magnetic resonance-based imaging of human electric properties with phaseless contrast source inversion [J].
Arduino, Alessandro ;
Bottauscio, Oriano ;
Chiampi, Mario ;
Zilberti, Luca .
INVERSE PROBLEMS, 2018, 34 (08)
[2]   CSI-EPT in Presence of RF-Shield for MR-Coils [J].
Arduino, Alessandro ;
Zilberti, Luca ;
Chiampi, Mario ;
Bottauscio, Oriano .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2017, 36 (07) :1396-1404
[3]   CSI-EPT: A Contrast Source Inversion Approach for Improved MRI-Based Electric Properties Tomography [J].
Balidemaj, Edmond ;
van den Berg, Cornelis A. T. ;
Trinks, Johan ;
van Lier, Astrid L. H. M. W. ;
Nederveen, Aart J. ;
Stalpers, Lukas J. A. ;
Crezee, Hans ;
Remis, Rob F. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2015, 34 (09) :1788-1796
[4]  
Bellizzi GG, 2017, IEEE J ELECTROMAG RF, V1, P74, DOI 10.1109/JERM.2017.2766569
[5]   Three-Dimensional Field Intensity Shaping: The Scalar Case [J].
Bellizzi, Gennaro G. ;
Iero, Domenica A. M. ;
Crocco, Lorenzo ;
Isernia, Tommaso .
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2018, 17 (03) :360-363
[6]   Non-Linear Inverse Scattering via Sparsity Regularized Contrast Source Inversion [J].
Bevacqua, Martina Teresa ;
Crocco, Lorenzo ;
Di Donato, Loreto ;
Isernia, Tommaso .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2017, 3 (02) :296-304
[7]  
Colton D., 2013, INVERSE ACOUSTIC ELE, DOI DOI 10.1007/978-1-4614-4942-3
[8]   Improving locoregional hyperthermia delivery using the 3-D controlled AMC-8 phased array hyperthermia system: A preclinical study [J].
Crezee, J. ;
Van Haaren, P. M. A. ;
Westendorp, H. ;
De Greef, M. ;
Kok, H. P. ;
Wiersma, J. ;
Van Stam, G. ;
Sijbrands, J. ;
Vording, P. Zum Vorde Sive ;
Van Dijk, J. D. P. ;
Hulshof, M. C. C. M. ;
Bel, A. .
INTERNATIONAL JOURNAL OF HYPERTHERMIA, 2009, 25 (07) :581-592
[9]   Phaseless imaging with experimental data: facts and challenges [J].
D'Urso, Michele ;
Belkebir, Kamal ;
Crocco, Lorenzo ;
Isernia, Tommaso ;
Litman, Amelie .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2008, 25 (01) :271-281
[10]   Optimization in hyperthermia treatment planning: The impact of tissue perfusion uncertainty [J].
de Greef, M. ;
Kok, H. P. ;
Correia, D. ;
Bel, A. ;
Crezee, J. .
MEDICAL PHYSICS, 2010, 37 (09) :4540-4550