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Dynamic Electromagnetic Model to Detect Human Vital Signs Based on Time-Domain Finite Integration Theorem 基于时域有限积分定理的人体生命体征动态电磁检测模型
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-12-03 DOI: 10.1109/JERM.2024.3507005
Xinyu Li;Jingyuan Zhang;Zixuan Cai;Xiong Wei Wu;Qiaocong Peng;Qian Ma;Jian Wei You;Tie Jun Cui
Contactless human vital-sign sensing using electromagnetic (EM) waves has made significant progress over the past few years and been practically applicable to a variety of fields such as smart home and healthcare. However, the further development of this technology is hindered by factors such as large volumes of data, long observation periods, and data variability. To deal with this challenge, a dynamic human EM model composed of customized time-varying EM materials is proposed to simulate the periodic characteristics of human cardiopulmonary motions and obtain physiological signals caused by the movements. The EM problem is subsequently addressed by employing the Time-Domain Finite Integration Technique (TDFIT), so that the EM scattering properties associated with human cardiopulmonary movements can be accurately analyzed. To validate the effectiveness of the proposed human EM model, we process the simulated human physiological signals for respiration and heartbeat rate estimation, with the error less than 4% and 8%, respectively. Furthermore, measured experiments are conducted to collected actual human vital-sign signals for comparison. Good agreement between the measured and simulated results demonstrates that the proposed human EM model is capable of accurately simulating the periodic cardiopulmonary motions and thus providing simulated physiological measurements for preliminary validation of vital sign sensing algorithms.
使用电磁波的非接触式人体生命体征传感在过去几年中取得了重大进展,并实际应用于智能家居和医疗保健等各个领域。然而,该技术的进一步发展受到数据量大、观测周期长、数据变异性等因素的阻碍。针对这一挑战,提出了一种由定制时变电磁材料组成的动态人体电磁模型,以模拟人体心肺运动的周期性特征,并获得运动引起的生理信号。随后,采用时域有限积分技术(TDFIT)解决了电磁问题,从而可以准确分析与人体心肺运动相关的电磁散射特性。为了验证所提出的人体EM模型的有效性,我们对模拟的人体生理信号进行了呼吸和心跳估计,误差分别小于4%和8%。此外,还进行了测量实验,以收集实际的人体生命体征信号进行比较。测量结果和模拟结果之间的良好一致性表明,所提出的人体EM模型能够准确地模拟周期性心肺运动,从而为生命体征传感算法的初步验证提供模拟生理测量。
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引用次数: 0
TEM Cell With a High-Transparency Aperture for Homogeneous Microwave Absorption and Real-Time Viewing of Thermoelastic Expansion of Tissue 具有高透明孔径的透射电镜细胞,用于均匀微波吸收和实时观察组织的热弹性膨胀
IF 3.2 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-27 DOI: 10.1109/JERM.2024.3493623
Carissa J. Roper;Susan C. Hagness;Chu Ma
In this study we simulate and evaluate a transverse electromagnetic cell (TEM) for dosimetry applications in the UHF band with design modifications to allow real-time monitoring of tissue expansion due to microwave pulse absorption. We introduce an aperture for high-speed microscope-based imaging inside the waveguide and use simulations to assess the aperture' s impact on power absorption homogeneity and dosage level in tissue samples positioned at the site of the aperture. We consider both transparent, non-conductive borosilicate and semi-transparent, conductive indium tin oxide-coated glass plates covering the aperture. Our simulation results indicate a borosilicate covering provides optimal power absorption homogeneity when the tissue sample is smaller in diameter than the aperture. Analysis of the simulation results enabled us to construct an optimized TEM cell with a borosilicate-glass-covered aperture and experimentally verify that it maximizes dosage in the tissue sample. This modified TEM cell is expected to be an essential component in an experimental platform for observing and recording the macroscopic, dynamic thermoelastic expansion of tissue induced by pulsed microwave exposure.
在这项研究中,我们模拟和评估了横向电磁细胞(TEM)在UHF波段的剂量学应用,并修改了设计,以允许实时监测由于微波脉冲吸收而引起的组织膨胀。我们在波导内部引入了一个用于高速显微镜成像的孔径,并通过模拟来评估该孔径对位于该孔径位置的组织样品的功率吸收均匀性和剂量水平的影响。我们考虑了透明的,不导电的硼硅酸盐和半透明的,导电的氧化铟锡涂层玻璃板覆盖孔径。我们的模拟结果表明,当组织样品的直径小于孔径时,硼硅酸盐覆盖层提供了最佳的功率吸收均匀性。对模拟结果的分析使我们能够构建具有硼硅酸盐玻璃覆盖孔径的优化TEM细胞,并通过实验验证其在组织样品中的剂量最大化。这种改进的TEM细胞有望成为观察和记录脉冲微波照射下组织宏观动态热弹性膨胀的实验平台的重要组成部分。
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引用次数: 0
IEEE Journal of Electromagnetics, RF, and Microwaves in Medicine and Biology About this Journal IEEE Journal of Electromagnetics, RF, and Microwaves in Medicine and Biology 关于本期刊
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-22 DOI: 10.1109/JERM.2024.3496595
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引用次数: 0
IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology Publication Information IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology 出版信息
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-22 DOI: 10.1109/JERM.2024.3496599
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引用次数: 0
Design and Implementation of a Highly Compact Intraocular Antenna With Enhanced Bandwidth for Wireless Data Telemetry in Retinal Prosthesis 用于视网膜假体无线数据遥测的高紧凑眼内天线的设计与实现
IF 3.2 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-18 DOI: 10.1109/JERM.2024.3493622
Shaik Rizwan;Kanaparthi V Phani Kumar;Sandeep Kumar Palaniswamy
In this work, a miniature intra-ocular antenna (2.8 × 2.8 × 0.254 mm$^{3}$) with enhanced bandwidth (1.2 GHz) is proposed for wireless data transmission in retinal prosthesis (RPs). The proposed intra-ocular (IO) antenna is based on a self-tuned meandered structure operating in the 2.4 GHz ISM band. A mimicking eye phantom model is developed using a non-ionic chemical compound with dielectric properties equivalent to the human eye to facilitate various measurements in a realistic environment. The proposed IO antenna is placed inside the eye phantom (vitreous humor) model to evaluate its performance for efficient wireless data telemetry application. The measurements of S-parameters were observed to exhibit a substantial correlation with the simulated results. The measured impedance bandwidth of the proposed IO antenna at 2.4 GHz is 1.2 GHz. The efficacy of the proposed IO antenna is validated through specific absorption rate (SAR) and link budget analysis. In addition, the wireless data transmission with the proposed IO antenna was experimentally validated using a standalone data transmission system.
在这项工作中,提出了一种具有增强带宽(1.2 GHz)的微型眼内天线(2.8 × 2.8 × 0.254 mm$^{3}$)用于视网膜假体(rp)的无线数据传输。提出的眼内(IO)天线基于自调谐弯曲结构,工作在2.4 GHz ISM频段。利用一种介电性质与人眼相当的非离子化合物,开发了一种模拟人眼幻象的模型,以方便在现实环境中进行各种测量。将所提出的IO天线放置在眼幻影(玻璃体)模型中,以评估其在高效无线数据遥测应用中的性能。观察到s参数的测量结果与模拟结果有很大的相关性。在2.4 GHz时,所设计的IO天线的阻抗带宽测量值为1.2 GHz。通过比吸收率(SAR)和链路预算分析验证了所提IO天线的有效性。此外,利用独立的数据传输系统对所提出的IO天线的无线数据传输进行了实验验证。
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引用次数: 0
Integrated Boundary-Overlap-Size Metric for Local Assessment of Deep Learning Methods in Medical Microwave Imaging 医学微波成像中深度学习方法局部评价的边界-重叠大小综合度量
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-04 DOI: 10.1109/JERM.2024.3485250
Fei Xue;Lei Guo;Alina Bialkowski;Amin M. Abbosh
Deep learning has been a game-changer in enhancing the speed and accuracy of medical microwave imaging in detecting abnormal lesions. Nonetheless, the challenge lies in establishing a universal objective metric to assess the reliability of these methods. Current evaluation practices often rely on a single geometric metric, which presents inherent constraints. Consequently, the evaluations of results generated by deep learning methods may not always reflect clinicians’ insights and judgments. To overcome this, a local assessment metric incorporating the following three geometric dimensions is proposed: the overlap between the detected anomaly and the actual lesion, the proximity of their boundaries, and the proportionality of the lesion sizes determined by the algorithm versus the actual lesion. This approach to evaluation ensures that the resulting metric's score is in line with professional medical diagnostics. The presented results on head imaging using five deep learning algorithms confirm the significant advantages of the proposed metric, validating its effectiveness in providing objective evaluation of various algorithms in medical electromagnetic imaging. This objective metric is poised to guide future algorithm development to ensure a reliable assessment of their capability in abnormality detection and diagnosis.
深度学习在提高医学微波成像检测异常病变的速度和准确性方面已经改变了游戏规则。然而,挑战在于建立一个普遍的客观指标来评估这些方法的可靠性。当前的评估实践常常依赖于单一的几何度量,这就产生了固有的限制。因此,对深度学习方法产生的结果的评估可能并不总是反映临床医生的见解和判断。为了克服这一点,提出了包含以下三个几何维度的局部评估度量:检测到的异常与实际病变之间的重叠,它们边界的接近程度,以及算法确定的病变大小与实际病变的比例。这种评估方法可确保最终指标的得分与专业医疗诊断相一致。使用五种深度学习算法的头部成像结果证实了所提出度量的显着优势,验证了其在为医学电磁成像中的各种算法提供客观评估方面的有效性。这一客观指标将指导未来算法的发展,以确保对其异常检测和诊断能力的可靠评估。
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引用次数: 0
Low-Cost and Easy-to-Fabricate Microwave Sensor for Sensitive Glucose Monitoring: A Step Towards Continuous Glucose Monitoring 用于敏感血糖监测的低成本和易于制造的微波传感器:迈向连续血糖监测的一步
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-22 DOI: 10.1109/JERM.2024.3477596
Ahnaf Tahmid;Tanzim Rahman;S. M. Ali Emam;Syeda Maliha Reza;Md Ismail Hosen;Reefat Inum;Ahsan Habib
Basal-bolus insulin therapy is associated with frequent injections, dosing errors, and hypoglycemia risks. Integrating continuous glucose monitoring (CGM) with insulin pumps offers several advantages. However, current CGM systems lack accuracy and have high costs. To overcome these challenges, a CGM system requires sensor with enhanced sensitivity and low cost. In this study, we develop a planar microwave resonator-based sensor for sensitive glucose detection in human serum and whole blood. We track the variation in the transmission coefficient ($s_{21}$) to deduce changes in glucose concentration. Utilizing combinations of complementary split ring resonators (CSRRs) and complementary electric-LC (CELC) structures, the sensor achieves remarkable sensitivity, notably 37.3 mdB/(mg/dL) for glucose in human serum and 1.557 mdB/(mg/dL) for glucose in whole blood. We also evaluate other performance metrics, linearity ($R^{2} = 0.985$ for serum and $R^{2} = 0.963$ for whole blood), and limit of detection (LOD) of 477.75 μg/dL for serum and 53.84 mg/dL for whole blood. While we initially use an FR-4 rigid substrate in our proof-of-concept demonstration, we also investigate the feasibility of employing a flexible polyimide substrate. Our flexible glucose sensor shows an order of magnitude better performance than our rigid sensor.
基础胰岛素治疗与频繁注射、剂量错误和低血糖风险相关。将连续血糖监测(CGM)与胰岛素泵相结合有几个优点。然而,目前的CGM系统精度低,成本高。为了克服这些挑战,CGM系统需要具有更高灵敏度和更低成本的传感器。在这项研究中,我们开发了一种基于平面微波谐振器的传感器,用于灵敏检测人血清和全血中的葡萄糖。我们跟踪透射系数($s_{21}$)的变化来推断葡萄糖浓度的变化。利用互补分裂环谐振器(csrs)和互补电- lc (CELC)结构的组合,该传感器获得了显著的灵敏度,对人血清中的葡萄糖的灵敏度为37.3 mdB/(mg/dL),对全血中的葡萄糖的灵敏度为1.557 mdB/(mg/dL)。我们还评估了其他性能指标,线性度(血清为$R^{2} = 0.985$,全血为$R^{2} = 0.963$),检出限(LOD)为血清477.75 μg/dL,全血为53.84 mg/dL。虽然我们最初在概念验证演示中使用FR-4刚性基板,但我们还研究了采用柔性聚酰亚胺基板的可行性。我们的柔性葡萄糖传感器表现出比刚性传感器好一个数量级的性能。
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引用次数: 0
Movement Tracking and False Positive Reduction Method for Microwave Colonoscopy Systems 微波结肠镜系统的运动跟踪和假阳性减少方法
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-21 DOI: 10.1109/JERM.2024.3476964
Alejandra Garrido-Atienza;Marta Guardiola;Luz Maria Neira;Jordi Romeu;Andreas Fhager
This paper presents a novel computational method for addressing the challenge of uncontrolled antenna movement in microwave imaging systems for colonoscopy. The proposed method tracks the movement of the antenna array by analyzing phase shifts in S-parameters across multiple channels. By exploiting the symmetry of the probe and correlating phase changes with displacement, this technique reduces false positives due to probe movements artifacts in real-time. Simulated and experimental results in a colon phantom model show that this method can correct displacements of up to 6 mm, reducing the artifacts in reconstructed images notably.
本文提出了一种新的计算方法来解决微波结肠镜成像系统中天线运动不受控制的挑战。该方法通过分析多通道s参数的相移来跟踪天线阵列的运动。通过利用探针的对称性和与位移相关的相位变化,该技术可以实时减少由于探针运动伪影引起的误报。仿真和实验结果表明,该方法可以校正高达6 mm的位移,显著减少了重建图像中的伪影。
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引用次数: 0
Fungal Tissue as a Medium for Electrical Signal Transmission: A Baseline Assessment With Melanized Fungus Curvularia Lunata 真菌组织作为电信号传输的媒介:黑化真菌弯孢菌的基线评估
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-16 DOI: 10.1109/JERM.2024.3476444
Robert M. Jones;Randall W. Reynolds;Alison K. Thurston;Robyn A. Barbato
Fungal tissues are an underexplored medium for data and electrical signal transmission. Fungal tissues are a biodegradable material that can be cultivated in mass quantities; potentially making them sustainable materials for biological sensors or as a communication medium. Because the interactions of fungal tissues with communications signals are not thoroughly explored, a baseline assessment of the signal transmission capabilities of mat forming filamentous fungus, Curvularia lunata (C. lunata) was performed. In this paper, the band-pass characteristics of C. lunata were assessed through a frequency sweep from 1 Hz–5 MHz. The potential data transmission rates through a raw bit error rate analysis using a pseudorandom bit sequence between 1–1,000 kbps were evaluated. The passband for the tissue was between 1–500 kHz, characterizing it as a low-pass filter. Bit streams below 10 kbps had an error rate of <10%>500 kbps. The results suggest that this fungal tissue could serve as a low-speed data transmission medium specifically for low-pass signals related to general human health such as ECG, EEG, EMG signals as well as temperature and glucose monitoring. While more research is necessary to understand the morphological and species-specific impacts on signal propagation between different fungi, tissues from the fungus C. lunata and those with similar properties could potentially serve as a component in low-frequency biosensors and signal transmission.
真菌组织是一种未被充分开发的数据和电信号传输介质。真菌组织是一种可生物降解的材料,可以大量培养;有可能使它们成为生物传感器的可持续材料或作为通信媒介。由于真菌组织与通信信号的相互作用尚未被彻底探索,因此对形成垫子的丝状真菌弧形菌(C. lunata)的信号传输能力进行了基线评估。在本文中,通过1 Hz-5 MHz的频率扫描来评估月牙草的带通特性。通过使用1-1,000 kbps之间的伪随机比特序列进行原始误码率分析,评估了潜在的数据传输速率。该组织的通带在1-500 kHz之间,表征为低通滤波器。低于10kbps的比特流错误率为500kbps。结果表明,这种真菌组织可以作为一种低速数据传输介质,专门用于与一般人体健康相关的低通信号,如ECG、EEG、EMG信号以及温度和血糖监测。虽然需要更多的研究来了解不同真菌之间形态和物种特异性对信号传播的影响,但来自真菌C. lunata的组织和具有相似特性的组织可能作为低频生物传感器和信号传输的组成部分。
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引用次数: 0
Advanced Microdosimetric and Neurofunctionalized Multiphysics on Stem Cells Models Under Microsecond Pulse Stimulation 微秒脉冲刺激下干细胞模型的高级微剂量学和神经功能化多物理场
IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-15 DOI: 10.1109/JERM.2024.3468024
Sara Fontana;Laura Caramazza;Micol Colella;Noemi Dolciotti;Alessandra Paffi;Victoria Moreno Manzano;Claudia Consales;Francesca Apollonio;Micaela Liberti
Objectives: in recent biomedical applications for regenerative and tissue engineering, the use of electric and magnetic fields is increasingly exploited. Among the wide application range, an innovative treatment for Spinal Cord Injury (SCI) is urgent. The European project RISEUP proposes a novel device development, that will provide highly intense microsecond pulsed electric fields (μsPEFs) to stimulate stem cells differentiation towards neuronal phenotypes, through an electroporation-driven process, and regenerate the lesioned tissue. Within RISEUP the use of advanced computational models is crucial to predict the cellular functional response through microdosimetry studies. Technology or Method: a multiphysic neuro-functionalized computational model has been built, using a realistic induced Neuronal Stem Cell (iNSC) model (a iNSC digital twin), to predict the effect of μsPEFs stimulation on both neuronal response and pore formation dynamics. Results: considering a 100-μsPEF and an intensity of 30 kV/m, the pore density can reach up to 1014 m−2 over the plasma membrane, with a consequent hyperpolarization and a phase shift of the neuronal firing. Whereas, where the pore density remains at its default value 109 m−2, the neuronal response is slightly affected in spikes frequency and shape, but still maintaining its firing functions. Conclusions: this study provides an innovative multiphysics implementation on a realist 2D iNSC model, that has demonstrated the 100-μsPEF influence on the neurodynamic response. Clinical or Biological Impact: the results obtained give powerful insights for further in vitro and in vivo experiments, that will validate the use of the device proposed within RISEUP for SCI regeneration.
目的:在再生和组织工程的生物医学应用中,越来越多地利用电场和磁场。在广泛的应用范围中,创新治疗脊髓损伤(SCI)迫在眉睫。欧洲RISEUP项目提出了一种新的设备开发,该设备将提供高强度的微秒脉冲电场(μsPEFs),通过电穿孔驱动过程刺激干细胞向神经元表型分化,并再生受损组织。在RISEUP中,使用先进的计算模型对于通过微剂量学研究预测细胞功能反应至关重要。技术或方法:利用真实的诱导神经干细胞(iNSC)模型(iNSC数字双胞胎)建立了多物理场神经功能化计算模型,预测μsPEFs刺激对神经元响应和孔隙形成动力学的影响。结果:在100 μ spef和30 kV/m的强度下,质膜上的孔密度可达1014 m−2,并伴有超极化和神经元放电相移。然而,当孔密度保持在默认值109 m−2时,神经元的响应在峰值频率和形状上受到轻微影响,但仍保持其放电功能。结论:本研究提供了一种在现实二维iNSC模型上的创新多物理场实现,证明了100 μ spef对神经动力学反应的影响。临床或生物学影响:获得的结果为进一步的体外和体内实验提供了强有力的见解,这将验证RISEUP中提出的设备用于SCI再生的使用。
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引用次数: 0
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