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Electromagnetic field exposure to human head model with various metal objects at sub-6 GHz frequencies. 在低于6GHz的频率下,暴露于具有各种金属物体的人类头部模型的电磁场。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-07-03 Epub Date: 2023-06-04 DOI: 10.1080/15368378.2023.2220736
Niyazi İl, Kayhan Ateş, Şükrü Özen

In recent years, the interactions of metal objects in human body with electromagnetic fields caused by devices working at fifth-generation (5G) frequencies have been studied by various researchers. A motivation behind this research was to evaluate the human body absorption of electromagnetic energy operating at sub-6 GHz 5G applications. According to this, the specific absorption rate (SAR) caused by new generation mobile phones was investigated in human heads wearing metal-framed spectacles and having metallic implants or earrings to analyse electromagnetic field exposure. A realistic human head model, including some metal objects, was numerically calculated, and analysed in terms of non-ionizing dosimetry. Simulations were carried out with the finite integration technique (FIT) based commercial software in the frequencies of 0.9, 1.8, 2.1, 2.45, 3.5 and 5 GHz, respectively. The maximum SAR of 14 × 10-5 W/kg for 10 g average tissue was calculated at 2.45 GHz frequency in the head model with earrings. The highest electric field strength of 0.52 V/m was observed at a 1.8 GHz frequency in the head model with all metal objects equipped. Results show that metal objects such as spectacles, dental implants and earrings can cause an increase in the SAR values for external biological tissues, and metal objects can behave as a kind of shield for deeper tissues. However, the obtained values are below the limits of international organisations.

近年来,各种研究人员研究了人体内金属物体与第五代(5G)频率设备产生的电磁场的相互作用。这项研究的动机是评估人体对亚6级电磁能的吸收 GHz 5G应用。据此,研究了新一代手机在佩戴金属框眼镜和金属植入物或耳环的人头中引起的比吸收率(SAR),以分析电磁场暴露。对包括一些金属物体在内的逼真的人头模型进行了数值计算,并根据非电离剂量测定法进行了分析。使用基于有限积分技术(FIT)的商业软件在0.9、1.8、2.1、2.45、3.5和5的频率下进行模拟 GHz。最大SAR为14 × 10-5 W/kg,适用于10 g平均组织计算为2.45 GHz频率的头模型与耳环。0.52的最高电场强度 在1.8 配备全金属物体的头部模型中的GHz频率。结果表明,眼镜、牙科植入物和耳环等金属物体会导致外部生物组织的SAR值增加,而金属物体可以作为深层组织的屏障。然而,所获得的价值低于国际组织的限制。
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引用次数: 0
The increase in c-fos expression in epileptic seizures is inhibited by magnetic field application, but not KCa1.1 channel expression. 磁场作用可抑制癫痫发作时c-fos表达的增加,但不抑制KCa1.1通道的表达。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-04-03 DOI: 10.1080/15368378.2023.2247027
Mehmet Zülkif Akdağ, Emrah Oğraş, Züleyha Doğanyiğit, Enes Akyüz, Mahmut Berat Akdag, Aslı Okan, Veysi Akpolat, I Rem Küllü

The aim of this study was to understand the expression of big potassium (BK, KCa1.1) channels in epileptic seizures under magnetic field application. Forty Wistar albino adult male rats were divided into five groups (n = 8). First group rats were control group. Pentylenetetrazole (PTZ) administrated to second group rats to induce the seizures with 35 mg/kg intraperitoneally injection every two days. Levetiracetam (LEV) i.p. at a dose of 108 mg/kg was given to third group rats as positive control group (PC) before 20 minutes PTZ administration. Pulsed magnetic field with 1.5 mT was exposed to the fourth group rats for 3 hours a day for 1 month as magnetic field (MF) group. 1.5 mT pulsed magnetic field was exposed to the fifth group rats for 3 hours a day for 1 month in addition to PTZ administration (PTZ+MF). KCa1.1 not changed in hippocampus of PTZ rats while increased in frontal cortex and pons for PTZ group but not changed with magnetic field exposure. KCa1.1 increased in heart of PTZ animals and turned back to mean control values with magnetic field exposure. Suppressing the expected increase of c-fos protein expression in seizures with magnetic field application but not being able to change the KCa1.1 expression shows that new studies can be done by increasing the frequency of 1.5 mT magnetic field.

本研究旨在了解磁场作用下癫痫发作大钾(BK, KCa1.1)通道的表达情况。40只成年雄性Wistar白化大鼠分为5组(n = 8)。第一组大鼠为对照组。第二组大鼠腹腔注射戊四唑(PTZ) 35 mg/kg,每2 d致痫。第三组大鼠在给药前20分钟给予左乙拉西坦(LEV) 108 mg/kg,作为阳性对照组(PC)。以1.5 mT的脉冲磁场照射第四组大鼠,每天照射3小时,连续1个月作为磁场组。第五组大鼠在给予PTZ (PTZ+MF)的基础上,每天照射1.5 mT脉冲磁场3小时,持续1个月。PTZ组大鼠海马区KCa1.1无变化,额叶皮质区和脑桥区KCa1.1升高,但不随磁场暴露而变化。磁场暴露后,PTZ动物心脏KCa1.1升高,并恢复到平均对照值。磁场作用抑制癫痫发作中c-fos蛋白表达的预期增加,但不能改变KCa1.1表达,表明可以通过增加1.5 mT磁场频率进行新的研究。
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引用次数: 0
Effects of pulsed electromagnetic fields and N-acetylcysteine on transplantation of vitrified mouse ovarian tissue. 脉冲电磁场和n -乙酰半胱氨酸对玻璃化小鼠卵巢组织移植的影响。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-04-03 DOI: 10.1080/15368378.2023.2246503
Khadijeh Rasaeifar, Saeed Zavareh, Maryam Hajighasem-Kashani, Meysam Nasiri

In this experimental study, adult female NMRI mice were randomly assigned to five groups: control ;(fresh ovarian transplantation, OT); sham ;(vitrified OT); NAC ;(vitrified OT treated with N-acetyl cysteine, NAC); EMF ;(vitrified OT treated with pulsed electromagnetic fields, PEMF); and NAC+EMF ;(vitrified OT combined with NAC and PEMF). We conducted histological assessments to evaluate follicle reservation and vascularization. Furthermore, we examined the relative expression of Fgf-2, Vegf, Tnf-α, Il-6, Il-1, and Cd31 genes on days 2 and 7 after OT. Additionally, we measured total antioxidant capacity (TAC), malondialdehyde (MDA) levels, as well as the activity of superoxide dismutase (SOD) and glutathione peroxidase (GPX). Our results demonstrated that NAC, PEMF, and NAC+PEMF treatments significantly increased the number of follicles. Moreover, we observed a more pronounced development of vascularization in the NAC, PEMF, and PEMF+NAC groups. The relative expression levels of Fgf-2, Vegf, Tnf-α, Il-1β, and Il-6 were significantly elevated in the NAC, PEMF, and NAC+PEMF groups. Notably, TAC levels decreased significantly in the NAC group compared to the control group. Additionally, the MDA level showed a significant decrease in the PEMF+NAC group when compared to the other groups. Overall, the combination of NAC and PEMF exhibited a synergistic effect in promoting angiogenesis and protecting against oxidative stress and inflammation during OT.

在本实验研究中,成年雌性NMRI小鼠随机分为五组:对照组;(新鲜卵巢移植,OT);(玻璃化OT);用n -乙酰半胱氨酸(NAC)处理的玻璃化OT;电动势(用脉冲电磁场处理的玻璃化OT);和NAC+EMF;(玻璃化OT与NAC和PEMF结合)。我们进行了组织学评估,以评估卵泡保留和血管形成。此外,我们检测了Fgf-2、Vegf、Tnf-α、Il-6、Il-1和Cd31基因在OT后第2天和第7天的相对表达。此外,我们测量了总抗氧化能力(TAC),丙二醛(MDA)水平,以及超氧化物歧化酶(SOD)和谷胱甘肽过氧化物酶(GPX)的活性。我们的研究结果表明,NAC、PEMF和NAC+PEMF治疗显著增加了卵泡的数量。此外,我们观察到NAC、PEMF和PEMF+NAC组的血管化发展更为明显。NAC、PEMF及NAC+PEMF组Fgf-2、Vegf、Tnf-α、Il-1β、Il-6的相对表达量均显著升高。值得注意的是,与对照组相比,NAC组的TAC水平显著下降。此外,与其他组相比,PEMF+NAC组的MDA水平显着降低。总的来说,NAC和PEMF联合使用在OT期间促进血管生成和防止氧化应激和炎症方面表现出协同作用。
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引用次数: 0
Positive effects of pulsed electromagnetic fields on behavior, immune function, and oxidative and inflammatory state in old mice. 脉冲电磁场对老年小鼠行为、免疫功能、氧化和炎症状态的积极影响。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-04-03 DOI: 10.1080/15368378.2023.2243994
Estefanía Díaz-Del Cerro, Mónica De la Fuente

The establishment of chronic oxidative and inflammatory stress with aging leads to the deterioration of the nervous and immune systems and, consequently, to the loss of health. The aim of this work was to study the effect of exposure to low-frequency pulsed electromagnetic fields (PEMFs) produced by the NEURALTER® system (15 min/day for 4 weeks) in the behavior, immune functions, and oxidative and inflammatory state of old mice. Female old CD1 mice were divided into three groups: control group, handling control group and Neuralter group. Then, behavioral tests were performed, and peritoneal leukocytes were extracted to analyze function, oxidative and inflammatory parameters. In peritoneal leukocytes from old mice, the effects in vitro of 15 min with NEURALTER® were studied on function and oxidative parameters. The results show that after this type of treatment, old mice had greater coordination and locomotion, better immune function, and an oxidative-inflammatory state. Similarly, the immune function and oxidative state of leukocytes showed an improvement when these cells were exposed directly to the NEURALTER® system. In conclusion, the exposure to low-frequency PEMFs produced by the NEURALTER® system has beneficial effects on health in aging. In addition, this effect is direct, at least in part, on immune cells.

随着年龄的增长,慢性氧化和炎症应激的建立导致神经和免疫系统的恶化,从而导致健康的丧失。本研究的目的是研究暴露于NEURALTER®系统产生的低频脉冲电磁场(pemf)(每天15分钟,持续4周)对老年小鼠行为、免疫功能、氧化和炎症状态的影响。雌性老龄CD1小鼠分为3组:对照组、处理对照组和Neuralter组。然后进行行为测试,并提取腹膜白细胞以分析功能,氧化和炎症参数。在老年小鼠腹膜白细胞中,研究了体外使用NEURALTER®15分钟对其功能和氧化参数的影响。结果表明,经过这种治疗,老年小鼠的协调性和运动性更强,免疫功能更好,氧化炎症状态更好。同样,当这些细胞直接暴露于NEURALTER®系统时,白细胞的免疫功能和氧化状态也有所改善。总之,暴露于NEURALTER®系统产生的低频pemf对衰老的健康有有益的影响。此外,这种作用至少在一定程度上直接作用于免疫细胞。
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引用次数: 0
Quantitative proteomics reveals effects of environmental radiofrequency electromagnetic fields on embryonic neural stem cells. 定量蛋白质组学揭示了环境射频电磁场对胚胎神经干细胞的影响。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-04-03 DOI: 10.1080/15368378.2023.2243980
Guangzhou An, Yuntao Jing, Tao Zhao, Wei Zhang, Ling Guo, Juan Guo, Xia Miao, Junling Xing, Jing Li, Junye Liu, Guirong Ding

The effects of environmental radiofrequency electromagnetic fields (RF-EMF) on embryonic neural stem cells have not been determined, particularly at the proteomic level. This study aims to elucidate the effects of environmental levels of RF-EMF radiation on embryonic neural stem cells. Neuroectodermal stem cells (NE-4C cells) were randomly divided into a sham group and an RF group, which were sham-exposed and continuously exposed to a 1950 MHz RF-EMF at 2 W/kg for 48 h. After exposure, cell proliferation was determined by a Cell Counting Kit-8 (CCK8) assay, the cell cycle distribution and apoptosis were measured by flow cytometry, protein abundance was detected by liquid chromatography-tandem mass spectrometry (LC-MS/MS), and mRNA expression was evaluated by quantitative reverse transcription polymerase chain reaction (qRT-PCR). We did not detect differences in cell proliferation, cell cycle distribution, and apoptosis between the two groups. However, we detected differences in the abundance of 23 proteins between the two groups, and some of these differences were consistent with alterations in transcript levels determined by qRT-PCR (P < 0.05). A bioinformatics analysis indicated that the differentially regulated proteins were mainly enriched in 'localization' in the cellular process category; however, no significant pathway alterations in NE-4C cells were detected. We conclude that under the experimental conditions, low-level RF-EMF exposure was not neurotoxic but could induce minor changes in the abundance of some proteins involved in neurodevelopment or brain function.

环境射频电磁场(RF-EMF)对胚胎神经干细胞的影响尚未确定,特别是在蛋白质组水平上。本研究旨在阐明环境水平的射频电磁场辐射对胚胎神经干细胞的影响。将神经外胚层干细胞(NE-4C细胞)随机分为假暴露组和射频组,假暴露并连续暴露于2w /kg的1950 MHz RF- emf中48 h。暴露后,采用细胞计数试剂盒-8 (CCK8)检测细胞增殖,流式细胞术检测细胞周期分布和凋亡,液相色谱-串联质谱(LC-MS/MS)检测蛋白丰度,定量逆转录聚合酶链反应(qRT-PCR)检测mRNA表达。我们没有发现两组之间细胞增殖、细胞周期分布和凋亡的差异。然而,我们检测到两组之间23种蛋白的丰度存在差异,其中一些差异与qRT-PCR测定的转录物水平的变化一致(P
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引用次数: 0
Adverse effects of 900, 1800 and 2100 MHz radiofrequency radiation emitted from mobile phones on bone and skeletal muscle. 移动电话发出的900、1800及2100兆赫射频辐射对骨骼及骨骼肌的不利影响。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-01-02 DOI: 10.1080/15368378.2023.2179065
Hava Bektas, Asrin Nalbant, Mahmut Berat Akdag, Canan Demir, Servet Kavak, Suleyman Dasdag

The goal of this study was to biomechanically and morphologically research both the impact of mobile phone like radiofrequency radiations (RFR) on the tibia and the effects on skeletal muscle through oxidative stress parameters. Fifty-six rats (200-250 g) were put into groups: healthy sham (n = 7), healthy RFR (900, 1800, 2100 MHz) (n = 21), diabetic sham (n = 7) and diabetic RFR (900, 1800, 2100 MHz) (n = 21). Over a month, each group spent two hours/day in a Plexiglas carousel. The rats in the experimental group were exposed to RFR, but the sham groups were not. At the end of the experiment, the right tibia bones and skeletal muscle tissue were removed. The three-point bending test and radiological evaluations were performed on the bones, and CAT, GSH, MDA, and IMA in muscles were measured. There were differences in biomechanics properties and radiological evaluations between the groups (p < .05). In the measurements in the muscle tissues, significant differences were statistically found (p < .05). The average whole-body SAR values for GSM 900, 1800 and 2100 MHz were 0.026, 0.164, and 0.173 W/kg. RFRs emitted from mobile phone may cause adverse effects on tibia and skeletal muscle health, though further studies are needed.

本研究的目的是通过生物力学和形态学研究手机射频辐射(RFR)对胫骨的影响以及通过氧化应激参数对骨骼肌的影响。取56只大鼠(200 ~ 250 g)分为健康假手术组(n = 7)、健康RFR组(900、1800、2100 MHz) (n = 21)、糖尿病假手术组(n = 7)和糖尿病RFR组(900、1800、2100 MHz) (n = 21)。在一个月的时间里,每组每天在有机玻璃旋转木马上呆两个小时。实验组大鼠暴露于RFR,假手术组不暴露于RFR。实验结束时,取右胫骨和骨骼肌组织。对骨进行三点弯曲试验和放射学评价,测定肌肉中CAT、GSH、MDA和IMA。两组间生物力学性能和放射学评价存在差异(p
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引用次数: 0
Hypoalgesia and parasympathetic effects of millimeter waves on experimentally induced pain in healthy volunteers. 毫米波对健康志愿者痛觉减退和副交感神经的影响。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-01-02 DOI: 10.1080/15368378.2022.2162919
Laure Minier, Jean-Claude Debouzy, Michaël Foerster, Virginie Pierre, Caroline Maindet, David Crouzier

In humans, exposure to electromagnetic millimeter waves (MMW) has a hypoalgesic effect. In animals, this effect has been shown to depend on innervation density of the area exposed. This study aims to assess hypoalgesic and parasympathetic effects of MMW applied on the palmar side of the wrist in healthy participants. In a within-subject design, 10 healthy participants had the palmar side of their wrist exposed to MMW (61.25 GHz, 17 mW/cm2) for 30 minutes, 1 h, & 1 h30, and 30 minutes of sham exposure. Experimental pain was induced after the exposure sessions with the Cold Pressor Test, and pain threshold and pain tolerance values were compared to that of the sham condition. Participants' heart rate and blood pressure were measured before and after exposures. Finally, innocuity of the exposure system was controlled with a pre-post exposure visual examination scale and skin temperature measured by a thermal camera. Exposure to 30 minutes, but not 1 h or 1 h30, of MMW led to significant increases in pain thresholds compared to the sham condition, but no increase of pain tolerance. All conditions led to decreased heart rate, while no change in blood pressure was observed. No change in skin state or temperature was observed for any of the conditions. MMW applied on the inner part of the wrist diminish pain sensations more effectively than placebo, and seem to increase parasympathetic activities, while remaining innocuous. Building a miniaturized MMW emission system to be worn on the wrist would provide access to ambulatory MMW therapy for pain management.

在人类中,暴露于电磁毫米波(MMW)具有镇痛作用。在动物身上,这种影响已被证明取决于暴露区域的神经支配密度。本研究旨在评估毫米波在健康参与者腕掌侧施加的镇痛和副交感神经作用。在受试者内设计中,10名健康参与者的手腕掌侧暴露在毫米波(61.25 GHz, 17毫瓦/平方厘米)下30分钟、1小时和1小时30分,以及30分钟的假暴露。在冷压试验暴露后诱导实验性疼痛,并将疼痛阈值和疼痛耐受值与假条件进行比较。参与者在接触之前和之后都测量了心率和血压。最后,通过曝光前视觉检查量表和热像仪测量皮肤温度来控制曝光系统的无公害。暴露于MMW 30分钟,而不是1小时或1小时30分钟,与假手术相比,疼痛阈值显著增加,但疼痛耐受性没有增加。所有情况都导致心率下降,而血压没有变化。在任何条件下都没有观察到皮肤状态或温度的变化。毫米波应用于手腕内侧比安慰剂更有效地减轻疼痛感觉,似乎增加副交感神经活动,同时保持无害。建立一个微型毫米波发射系统,佩戴在手腕上,将为疼痛管理提供动态毫米波治疗。
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引用次数: 1
Multi-criterion optimization of invasive antenna applicators for Au@Fe3O4, Au@-Fe2O3 and Au@-Fe2O3 mediated microwave ablation treatment. Au@Fe3O4, Au@-Fe2O3和Au@-Fe2O3介导的微波消融治疗中有创天线应用器的多准则优化。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-01-02 DOI: 10.1080/15368378.2023.2184381
Alka Singla, Anupma Marwaha, Sanjay Marwaha

Magnetic nanoparticle (MNP) mediated microwave ablation has the great potential at present to address challenges associated with treatment planning such as maximum heat generation in the vicinity of targeted tissues in lesser penetration time. Further, the antenna applicators injected in human phantom must be rigid and thin. The derivative-free optimization algorithms are carried out for optimum design of monopole, slot, dipole, and tapered slot antenna applicators for ablation of tumour tissues invasively. It is found that in terms of input impedance matching, the used multi-criterion Nelder-Mead optimization performs efficiently for tapered slot applicator achieving S11 value of -40 dB with much reduced antenna dimensions. In order to further escalate the performance of tapered slot antenna, gold (Au)-coated iron-based MNPs are suggested for tumor infusion. Spherical gold-coated shell material is preferrable for more sphericity of ablation zone, biocompatibility and due to high conductivity, heat generated in MNPs can be transferred to biological tissues more rapidly. The size, type, and shape of MNPs also influence the heat generation in tumor tissues. Thus, three different types of MNPs having high magnetization properties, Au@Fe3O4, Au@α-Fe2O3 and Au@γ-Fe2O3 have been employed to study the performance in terms of maximum rise in temperature, specific absorption rate (SAR), and area of ablation zone by varying core size radius of MNPs. Results demonstrate that increase in radius of MNP core helps in increasing the temperature distribution and reduction in ablation zone. The optimized lesion is achieved for 20 nm core radius of Au@Fe3O4.

磁性纳米颗粒(MNP)介导的微波消融目前具有巨大的潜力,可以解决与治疗计划相关的挑战,例如在更短的穿透时间内在目标组织附近产生最大的热量。此外,注入人体幻影的天线应用器必须是刚性的和薄的。采用无导数优化算法对单极子、缝隙、偶极子和锥形缝隙天线应用器进行了优化设计,用于肿瘤组织的有创消融。研究发现,在输入阻抗匹配方面,所采用的多准则Nelder-Mead优化可以有效地实现锥形槽应用器的S11值为-40 dB,并且大大减小了天线尺寸。为了进一步提高锥形缝隙天线的性能,建议采用包覆金(Au)的铁基MNPs作为肿瘤输注材料。球形包金壳材料具有更大的烧蚀区球形度和生物相容性,并且由于其高导电性,MNPs中产生的热量可以更快地转移到生物组织中。MNPs的大小、类型和形状也影响肿瘤组织的产热。因此,本文采用Au@Fe3O4、Au@α-Fe2O3和Au@γ-Fe2O3三种不同类型具有高磁化性能的MNPs,通过改变MNPs的核心尺寸半径,研究了它们在最大温升、比吸收率(SAR)和烧蚀区面积方面的性能。结果表明,MNP芯半径的增大有利于温度分布的增大和烧蚀区的减小。优化病灶的核心半径为Au@Fe3O4,为20 nm。
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引用次数: 0
In Memorium. 在记忆中。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2023-01-02 DOI: 10.1080/15368378.2023.2180090
Joseph R Salvatore, Henry Lai
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引用次数: 0
Automated irreversible electroporated region prediction using deep neural network, a preliminary study for treatment planning. 基于深度神经网络的不可逆电穿孔区自动预测,为治疗方案的初步研究。
IF 1.7 4区 生物学 Q3 BIOLOGY Pub Date : 2022-10-02 Epub Date: 2022-08-22 DOI: 10.1080/15368378.2022.2114493
Amir Khorasani

The primary purpose of cancer treatment with irreversible electroporation (IRE) is to maximize tumor damage and minimize surrounding healthy tissue damage. Finite element analysis is one of the popular ways to calculate electric field and cell kill probability in IRE. However, this method also has limitations. This paper will focus on using a deep neural network (DNN) in IRE to predict irreversible electroporated regions for treatment planning purposes. COMSOL Multiphysics was used to simulate the IRE. The electric conductivity change during IRE was considered to create accurate data sets of electric field distribution and cell kill probability distributions. We used eight pulses with a pulse width of 100 μs, frequency of 1 Hz, and different voltages. To create masks for DNN training, a 90% cell kill probability contour was used. After data set creation, U-Net architecture was trained to predict irreversible electroporated regions. In this study, the average U-Net DICE coefficient on test data was 0.96. Also, the average accuracy of U-Net for predicting irreversible electroporated regions was 0.97. As far as we are aware, this is the first time that U-Net was used to predict an irreversible electroporated region in IRE. The present study provides significant evidence for U-Net's use for predicting an irreversible electroporated region in treatment planning.

不可逆电穿孔(IRE)治疗癌症的主要目的是使肿瘤损伤最大化,使周围健康组织损伤最小化。有限元分析是计算电场和细胞杀伤概率的常用方法之一。然而,这种方法也有局限性。本文将着重于在IRE中使用深度神经网络(DNN)来预测不可逆电穿孔区域,以实现治疗计划的目的。采用COMSOL Multiphysics对IRE进行仿真。考虑IRE过程中电导率的变化,可以建立准确的电场分布和细胞杀伤概率分布数据集。我们使用了8个脉冲,脉冲宽度为100 μs,频率为1 Hz,电压不同。为了创建DNN训练的掩模,使用了90%细胞死亡概率的轮廓。在数据集创建后,U-Net架构被训练来预测不可逆电穿孔区域。在本研究中,测试数据的平均U-Net DICE系数为0.96。U-Net预测不可逆电穿孔区的平均准确度为0.97。据我们所知,这是首次使用U-Net来预测IRE中的不可逆电穿孔区。本研究为U-Net在治疗计划中用于预测不可逆电穿孔区域提供了重要证据。
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引用次数: 0
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Electromagnetic Biology and Medicine
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