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Wu J, Liu J. Review of the Capacity to Accurately Detect the Temperature of Human Skin Tissue Using the Microwave Radiation Method. BIOSENSORS 2024; 14:221. [PMID: 38785695 PMCID: PMC11117873 DOI: 10.3390/bios14050221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 04/24/2024] [Accepted: 04/26/2024] [Indexed: 05/25/2024]
Abstract
Microwave radiometry (MWR) is instrumental in detecting thermal variations in skin tissue before anatomical changes occur, proving particularly beneficial in the early diagnosis of cancer and inflammation. This study concisely traces the evolution of microwave radiometers within the medical sector. By analyzing a plethora of pertinent studies and contrasting their strengths, weaknesses, and performance metrics, this research identifies the primary factors limiting temperature measurement accuracy. The review establishes the critical technologies necessary to overcome these limitations, examines the current state and prospective advancements of each technology, and proposes comprehensive implementation strategies. The discussion elucidates that the precise measurement of human surface and subcutaneous tissue temperatures using an MWR system is a complex challenge, necessitating an integration of antenna directionality for temperature measurement, radiometer error correction, hardware configuration, and the calibration and precision of a multilayer tissue forward and inversion method. This study delves into the pivotal technologies for non-invasive human tissue temperature monitoring in the microwave frequency range, offering an effective approach for the precise assessment of human epidermal and subcutaneous temperatures, and develops a non-contact microwave protocol for gauging subcutaneous tissue temperature distribution. It is anticipated that mass-produced measurement systems will deliver substantial economic and societal benefits.
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Affiliation(s)
- Jingtao Wu
- School of Information Science and Engineering, Southeast University, Nanjing 210096, China;
| | - Jie Liu
- The Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China
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Deng G, Cai L, Feng J, Duan S, Zhang P, Xin SX. Reliable Method for Fabricating Tissue-Mimicking Materials With Designated Relative Permittivity and Conductivity at 128 MHz. Bioelectromagnetics 2020; 42:86-94. [PMID: 33305868 DOI: 10.1002/bem.22303] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2019] [Accepted: 10/10/2020] [Indexed: 02/01/2023]
Abstract
Artificial materials that can simultaneously mimic the relative permittivity and conductivity of various human tissues are usually used in medical applications. However, the method of precisely designing these materials with designated values of both relative permittivity and conductivity at 3 T MRI resonance frequency is lacking. In this study, a reliable method is established to determine the compositions of artificial dielectric materials with designated relative permittivity and conductivity at 128 MHz. Sixty dielectric materials were produced using oil, sodium chloride, gelatin, and deionized water as the main raw materials. The dielectric properties of these dielectric materials were measured using the open-ended coaxial line method at 128 MHz. Nonlinear least-squares Marquardt-Levenberg algorithm was used to obtain the formula, establishing the relationship between the compositions of the dielectric materials and their dielectric properties at 128 MHz. The dielectric properties of the blood, gall bladder, muscle, skin, lung, and bone at 128 MHz were selected to verify the reliability of the obtained formula. For the obtained formula, the coefficient of determination and the expanded uncertainties with a coverage factor of k = 2 were 0.991% and 4.9% for relative permittivity and 0.992% and 6.4% for conductivity. For the obtained artificial materials measured using the open-ended coaxial line method, the maximal difference of relative permittivity and conductivity were 1.0 and 0.02 S/m, respectively, with respect to the designated values. In conclusion, the compositions of tissue-mimicking material can be quickly determined after the establishment of the formulas with the expanded uncertainties of less than 10%. Bioelectromagnetics. 2021;42:86-94. © 2020 Bioelectromagnetics Society.
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Affiliation(s)
- Guanhua Deng
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Linbo Cai
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Jian Feng
- Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Song Duan
- Department of Radiation Oncology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ping Zhang
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Sherman X Xin
- School of Medicine, South China University of Technology, Guangzhou, China
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Groumpas E, Koutsoupidou M, Karanasiou IS, Papageorgiou C, Uzunoglu N. Real-Time Passive Brain Monitoring System Using Near-Field Microwave Radiometry. IEEE Trans Biomed Eng 2019; 67:158-165. [PMID: 30969913 DOI: 10.1109/tbme.2019.2909994] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Near-field microwave radiometry has emerged as a tool for real-time passive monitoring of local brain activation, possibly attributed to local changes in blood flow that correspond to temperature and/or conductivity changes. The aim of this study is to design and evaluate a prototype system based on microwave radiometry intended to detect local changes of temperature and conductivity in depth in brain tissues. A novel radiometric system that comprises a four port total power Dicke-switch sensitive receiver that operates at 1.5 GHz has been developed. METHODS AND RESULTS The efficacy of the system was assessed through simulation and experiment on brain tissue mimicking phantoms under different setup conditions, where temperature and conductivity changes were accurately detected. In order to validate the radiometer's capability to sense low power signals occurring spontaneously from regions in the human brain, the somatosensory cortices of one volunteer were measured under pain-inducing psychophysiological conditions. The promising results from the initial in vivo measurements prove the system's potential for more extensive investigative trials. CONCLUSION AND SIGNIFICANCE The significance of this study lies on the development of a compact and sensitive radiometer for totally passive monitoring of local brain activation as a potential complementary tool for contributing to the research effort for investigating brain functionality.
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Koutsoupidou M, Groumpas E, Karanasiou IS, Christopoulou M, Nikita K, Uzunoglu N. The effect of using a dielectric matching medium in focused microwave radiometry: an anatomically detailed head model study. Med Biol Eng Comput 2017; 56:809-816. [PMID: 29027087 DOI: 10.1007/s11517-017-1729-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 10/04/2017] [Indexed: 11/29/2022]
Abstract
Microwave radiometry is a passive technique used to measure in-depth temperature distributions inside the human body, potentially useful in clinical applications. Experimental data imply that it may provide the capability of detecting in-depth local variations of temperature and/or conductivity of excitable tissues at microwave frequencies. Specifically, microwave radiometry may allow the real-time monitoring of brain temperature and/or conductivity changes, associated with local brain activation. In this paper, recent results of our ongoing research regarding the capabilities of focused microwave radiometry for brain intracranial applications are presented. Electromagnetic and thermal simulation analysis was performed using an anatomically detailed head model and a dielectric cap as matching medium placed around it, in order to improve the sensitivity and the focusing attributes of the system. The theoretical results were compared to experimental data elicited while exploring that the sensing depth and spatial resolution of the proposed imaging method at 2.1 GHz areas located 3 cm deep inside the brain can be measured, while at 2.5 GHz, the sensing area is confined specifically to the area of interest. The results exhibit the system's potential as a complementary brain imaging tool for multifrequency in-depth passive monitoring which could be clinically useful for therapeutic, diagnostic, and research applications.
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Affiliation(s)
- Maria Koutsoupidou
- School of Electrical and Computer Engineering, National Technical University of Athens, Zografou Campus, Athens, Greece. .,School of Natural & Mathematical Sciences, King's College London, Strand Campus, London, UK.
| | - Evangelos Groumpas
- School of Electrical and Computer Engineering, National Technical University of Athens, Zografou Campus, Athens, Greece
| | - Irene S Karanasiou
- School of Electrical and Computer Engineering, National Technical University of Athens, Zografou Campus, Athens, Greece.,Department of Mathematics and Engineering Science, Hellenic Army University, Vari, Athens, Greece
| | - Maria Christopoulou
- School of Electrical and Computer Engineering, National Technical University of Athens, Zografou Campus, Athens, Greece
| | - Konstantina Nikita
- School of Electrical and Computer Engineering, National Technical University of Athens, Zografou Campus, Athens, Greece
| | - Nikolaos Uzunoglu
- School of Electrical and Computer Engineering, National Technical University of Athens, Zografou Campus, Athens, Greece
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Schooneveldt G, Bakker A, Balidemaj E, Chopra R, Crezee J, Geijsen ED, Hartmann J, Hulshof MC, Kok HP, Paulides MM, Sousa-Escandon A, Stauffer PR, Maccarini PF. Thermal dosimetry for bladder hyperthermia treatment. An overview. Int J Hyperthermia 2016; 32:417-33. [DOI: 10.3109/02656736.2016.1156170] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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Rodrigues DB, Maccarini PF, Salahi S, Oliveira TR, Pereira PJS, Limao-Vieira P, Snow BW, Reudink D, Stauffer PR. Design and optimization of an ultra wideband and compact microwave antenna for radiometric monitoring of brain temperature. IEEE Trans Biomed Eng 2014; 61:2154-60. [PMID: 24759979 DOI: 10.1109/tbme.2014.2317484] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We present the modeling efforts on antenna design and frequency selection to monitor brain temperature during prolonged surgery using noninvasive microwave radiometry. A tapered log-spiral antenna design is chosen for its wideband characteristics that allow higher power collection from deep brain. Parametric analysis with the software HFSS is used to optimize antenna performance for deep brain temperature sensing. Radiometric antenna efficiency (η) is evaluated in terms of the ratio of power collected from brain to total power received by the antenna. Anatomical information extracted from several adult computed tomography scans is used to establish design parameters for constructing an accurate layered 3-D tissue phantom. This head phantom includes separate brain and scalp regions, with tissue equivalent liquids circulating at independent temperatures on either side of an intact skull. The optimized frequency band is 1.1-1.6 GHz producing an average antenna efficiency of 50.3% from a two turn log-spiral antenna. The entire sensor package is contained in a lightweight and low-profile 2.8 cm diameter by 1.5 cm high assembly that can be held in place over the skin with an electromagnetic interference shielding adhesive patch. The calculated radiometric equivalent brain temperature tracks within 0.4 °C of the measured brain phantom temperature when the brain phantom is lowered 10 °C and then returned to the original temperature (37 °C) over a 4.6-h experiment. The numerical and experimental results demonstrate that the optimized 2.5-cm log-spiral antenna is well suited for the noninvasive radiometric sensing of deep brain temperature.
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Stauffer PR, Snow BW, Rodrigues DB, Salahi S, Oliveira TR, Reudink D, Maccarini PF. Non-invasive measurement of brain temperature with microwave radiometry: demonstration in a head phantom and clinical case. Neuroradiol J 2014; 27:3-12. [PMID: 24571829 DOI: 10.15274/nrj-2014-10001] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2013] [Accepted: 12/14/2013] [Indexed: 12/27/2022] Open
Abstract
This study characterizes the sensitivity and accuracy of a non-invasive microwave radiometric thermometer intended for monitoring body core temperature directly in brain to assist rapid recovery from hypothermia such as occurs during surgical procedures. To study this approach, a human head model was constructed with separate brain and scalp regions consisting of tissue equivalent liquids circulating at independent temperatures on either side of intact skull. This test setup provided differential surface/deep tissue temperatures for quantifying sensitivity to change in brain temperature independent of scalp and surrounding environment. A single band radiometer was calibrated and tested in a multilayer model of the human head with differential scalp and brain temperature. Following calibration of a 500MHz bandwidth microwave radiometer in the head model, feasibility of clinical monitoring was assessed in a pediatric patient during a 2-hour surgery. The results of phantom testing showed that calculated radiometric equivalent brain temperature agreed within 0.4°C of measured temperature when the brain phantom was lowered 10°C and returned to original temperature (37°C), while scalp was maintained constant over a 4.6-hour experiment. The intended clinical use of this system was demonstrated by monitoring brain temperature during surgery of a pediatric patient. Over the 2-hour surgery, the radiometrically measured brain temperature tracked within 1-2°C of rectal and nasopharynx temperatures, except during rapid cooldown and heatup periods when brain temperature deviated 2-4°C from slower responding core temperature surrogates. In summary, the radiometer demonstrated long term stability, accuracy and sensitivity sufficient for clinical monitoring of deep brain temperature during surgery.
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Affiliation(s)
- Paul R Stauffer
- Departments of Radiation Oncology and Biomedical Engineering, Duke University; Durham, NC, USA - Department of Radiation Oncology, Thomas Jefferson University; Philadelphia PA, USA -
| | - Brent W Snow
- Department of Surgery and Urology, University of Utah; Salt Lake City, UT, USA - Thermimage Inc.; Salt Lake City, UT, USA
| | - Dario B Rodrigues
- Departments of Radiation Oncology and Biomedical Engineering, Duke University; Durham, NC, USA - CEFITEC, FCT, New University of Lisbon; Caparica, Portugal
| | - Sara Salahi
- Departments of Radiation Oncology and Biomedical Engineering, Duke University; Durham, NC, USA - ANSYS, Inc.; Irvine, CA, USA
| | - Tiago R Oliveira
- Departments of Radiation Oncology and Biomedical Engineering, Duke University; Durham, NC, USA - Institute of Physics, University of São Paulo; São Paulo, Brazil
| | | | - Paolo F Maccarini
- Departments of Radiation Oncology and Biomedical Engineering, Duke University; Durham, NC, USA
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Rodrigues DB, Maccarini PF, Salahi S, Colebeck E, Topsakal E, Pereira PJS, Limão-Vieira P, Stauffer PR. Numerical 3D modeling of heat transfer in human tissues for microwave radiometry monitoring of brown fat metabolism. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2013; 8584:10.1117/12.2004931. [PMID: 24244831 PMCID: PMC3824263 DOI: 10.1117/12.2004931] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Brown adipose tissue (BAT) plays an important role in whole body metabolism and could potentially mediate weight gain and insulin sensitivity. Although some imaging techniques allow BAT detection, there are currently no viable methods for continuous acquisition of BAT energy expenditure. We present a non-invasive technique for long term monitoring of BAT metabolism using microwave radiometry. METHODS A multilayer 3D computational model was created in HFSS™ with 1.5 mm skin, 3-10 mm subcutaneous fat, 200 mm muscle and a BAT region (2-6 cm3) located between fat and muscle. Based on this model, a log-spiral antenna was designed and optimized to maximize reception of thermal emissions from the target (BAT). The power absorption patterns calculated in HFSS™ were combined with simulated thermal distributions computed in COMSOL® to predict radiometric signal measured from an ultra-low-noise microwave radiometer. The power received by the antenna was characterized as a function of different levels of BAT metabolism under cold and noradrenergic stimulation. RESULTS The optimized frequency band was 1.5-2.2 GHz, with averaged antenna efficiency of 19%. The simulated power received by the radiometric antenna increased 2-9 mdBm (noradrenergic stimulus) and 4-15 mdBm (cold stimulus) corresponding to increased 15-fold BAT metabolism. CONCLUSIONS Results demonstrated the ability to detect thermal radiation from small volumes (2-6 cm3) of BAT located up to 12 mm deep and to monitor small changes (0.5 °C) in BAT metabolism. As such, the developed miniature radiometric antenna sensor appears suitable for non-invasive long term monitoring of BAT metabolism.
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Affiliation(s)
- Dario B. Rodrigues
- Department of Radiation Oncology, Hyperthermia Division, PO BOX 3085 Duke University Medical Center, Durham, NC 27710, USA
- CEFITEC, Departamento de Física, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 2829-516 Caparica, Portugal
| | - Paolo F. Maccarini
- Department of Radiation Oncology, Hyperthermia Division, PO BOX 3085 Duke University Medical Center, Durham, NC 27710, USA
| | | | - Erin Colebeck
- Department of Electrical and Computer Engineering, Mississippi State University, Mississippi State, MS 39762, USA
| | - Erdem Topsakal
- Department of Electrical and Computer Engineering, Mississippi State University, Mississippi State, MS 39762, USA
| | - Pedro J. S. Pereira
- CEFITEC, Departamento de Física, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 2829-516 Caparica, Portugal
- Departament of Mathematics, Instituto Superior de Engenharia de Lisboa, Rua Conselheiro Emídio Navarro 1, 1959-007 Lisboa, Portugal
| | - Paulo Limão-Vieira
- CEFITEC, Departamento de Física, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 2829-516 Caparica, Portugal
| | - Paul R. Stauffer
- Department of Radiation Oncology, Hyperthermia Division, PO BOX 3085 Duke University Medical Center, Durham, NC 27710, USA
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