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TABLE OF CONTENTS, VOLUME 49, 2021 目录,第49卷,2021年
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/critrevbiomedeng.v49.i6.60
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引用次数: 0
Bone Bioelectricity and Bone-Cell Response to Electrical Stimulation: A Review. 骨生物电和骨细胞对电刺激的反应:综述。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/CritRevBiomedEng.2021035327
Taylor deVet, Akiv Jhirad, Laura Pravato, Gregory R Wohl

It is hypothesized that bone cells can sense mechanical force in the extracellular network via an electrical signal. This has led to the use of electrical stimulation (ES) to improve fracture repair and mitigate bone loss. Although overlap exists in bone maintenance and fracture healing mechanics, the processes involved in both are very different, resulting in dissimilar behaviors from the cells. Osteocytes are the most abundant cell type in bone tissue, and their basic structure and lineage are fairly well understood, but much debate is present regarding their behavior, with even less known about their behavior in electrical environments. A wide range of research exists on cell behavior under different types of ES, but it is difficult to draw conclusions due to the large variance in stimulation parameters, cell types, and origins (locations and species). By exploring behavior of multiple bone-cell types under different forms of ES, as well as mechanical stimulation through fluid flow, we can determine more about cell reactions to stimuli. In turn, a better understanding of cell response has the potential to improve and broaden therapeutic applications of ES for bone healing and bone loss mitigation, and enhance outcomes for osseointegration into implantable medical devices. These require greater understanding of the bone cellular environment from an electrical perspective as well as cellular responses to ES.

假设骨细胞可以通过电信号感知细胞外网络中的机械力。这导致使用电刺激(ES)来改善骨折修复和减轻骨质流失。尽管在骨维持和骨折愈合力学中存在重叠,但两者所涉及的过程非常不同,导致细胞的行为不同。骨细胞是骨组织中最丰富的细胞类型,它们的基本结构和谱系已被很好地理解,但关于它们的行为存在许多争论,对它们在电环境中的行为知之甚少。目前对不同类型ES下细胞行为的研究比较广泛,但由于刺激参数、细胞类型、来源(地点和物种)差异较大,难以得出结论。通过探索多种骨细胞类型在不同ES形式下的行为,以及通过流体流动的机械刺激,我们可以更多地了解细胞对刺激的反应。反过来,更好地了解细胞反应有可能改善和扩大胚胎干细胞在骨愈合和减轻骨质流失方面的治疗应用,并提高植入性医疗器械的骨整合效果。这需要从电学角度对骨细胞环境以及细胞对ES的反应有更深入的了解。
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引用次数: 7
Cost-Effective, Integrated In Vitro Phantoms for Cardiac MRI. 成本效益高,集成体外模型心脏MRI。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/critrevbiomedeng.2021035094
Shivaprasad Chikop, A. S. Konar, N. Reddy, Nithin N. Vajuvalli, Darshan Keelara, Ashwini Kumnoor, S. Raghuraman, R. Venkatesan, S. Geethanath
To provide lab scale in vitro phantom solutions for cardiac MR (CMR) studies that can be used for imaging structure and function as well as calorimetric measurements. The phantoms were purposed to accept user inputs such as beats per minute (BPM) and flow rate. We developed two generations of phantoms. The first phantom was developed using poly vinyl alcohol driven by a mechanical setup. The second was a 3D-printed phantom controlled through a user interface (UI) and a peristaltic pump. These phantoms were scanned for the characteristics mentioned above, which were qualitatively and quantitatively assessed through postprocessing of CMR images and compared with in vivo data.
为心脏MR (CMR)研究提供实验室规模的体外模型解决方案,可用于成像结构和功能以及量热测量。这些幻影被用来接受用户输入,比如每分钟心跳数(BPM)和流速。我们开发了两代幽灵。第一个幻影是用机械装置驱动的聚乙烯醇开发的。第二个是通过用户界面(UI)和蠕动泵控制的3d打印幻影。扫描这些幻影以获得上述特征,通过CMR图像的后处理对这些特征进行定性和定量评估,并与体内数据进行比较。
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引用次数: 0
Fetal Electrocardiography Extraction Based on Improved Fast Independent Components Analysis Algorithm. 基于改进的快速独立分量分析算法的胎儿心电图提取。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/critrevbiomedeng.2022042126
Tan Li
Aiming at the problem that the fast independent components analysis (ICA) algorithm is sensitive to the initial value and easy to fall into local optimization, an improved fast ICA method is proposed for the extraction of fetal echocardiography (FECG) by combining the Simpson-Newton iterative and chaotic optimization algorithm to replace the traditional Newton iterative method. First, the Simpson formula is used to modify the traditional Newton method and a Simpson-Newton iterative algorithm is constructed. It shows that the Simpson-Newton iterative algorithm can significantly reduce the sensitivity of initial value selection, and has faster convergence speed. Then, combined with the Simpson-Newton method, the chaos optimization algorithm can obtain the approximate global optimal solution, which solves the problem that the traditional Newton iterative method tends to fall into local optimal and improves the separation performance of the fast ICA algorithm. Finally, based on chaos optimization, the proposed Simpson-Newton iterative fast ICA algorithm is applied to the extraction of FECG signals, and the extraction effect is evaluated by visual waveform and quantitative indicators. Furthermore, the algorithm is verified by different clinical signals. The experimental results show that the improved fast ICA algorithm can extract clear fetal heart signals, and there are almost no mixed maternal ECG signals in the extracted FECG signals. The extraction effect of the proposed method is thus optimal than that of the traditional fast ICA method.
针对快速独立分量分析(ICA)算法对初值敏感、易陷入局部最优的问题,提出了一种改进的快速独立分量分析胎儿超声心动图(FECG)提取方法,将辛普森-牛顿迭代与混沌优化算法相结合,取代传统的牛顿迭代方法。首先,利用辛普森公式对传统的牛顿法进行修正,构造了辛普森-牛顿迭代算法;结果表明,辛普森-牛顿迭代算法可以显著降低初值选择的敏感性,收敛速度更快。然后,将混沌优化算法与Simpson-Newton方法相结合,得到近似全局最优解,解决了传统牛顿迭代法容易陷入局部最优的问题,提高了快速ICA算法的分离性能。最后,基于混沌优化,将提出的Simpson-Newton迭代快速ICA算法应用于FECG信号的提取,并通过可视化波形和定量指标对提取效果进行评价。并通过不同的临床信号对算法进行验证。实验结果表明,改进的快速ICA算法能够提取出清晰的胎心信号,提取的FECG信号中几乎不存在混合的母性心电信号。因此,该方法的提取效果优于传统的快速ICA方法。
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引用次数: 0
Evaluation of Early Knee Osteoarthritis Using Biomechanical and Biochemical Markers. 应用生物力学和生化指标评价早期膝关节骨关节炎。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/CritRevBiomedEng.2022043127
Bela M Agarwal, Raman P Yadav, Sanketa D Tambe, Chandana C Kulkarni, Rajani P Mullerpatan

Altered cellular mechano-transduction and biochemistry lead to degeneration of articular cartilage in people with knee osteoarthritis. However, the influence of low-moderate exposure to weight-bearing activity such as squatting on cartilage metabolism has not been adequately studied. The current study explored associations between knee adduction moment (KAM) during walking, biochemical markers and daily squat exposure. 3D gait analysis was used to determine external loads acting on the knee as indicators of joint compressive forces whereas biomarkers-Urine type-II-collagen-telopeptide (uCTxII), antioxidant and phospholipase A2 (PLA2) activity reflected on articular cartilage status. Following ethical approval, 66 participants with varying daily squat exposure (non-squatters [n = 21, exposure = 0 min]; activity of daily living [ADL] squatters [n = 16, exposure = 34 min]; occupational squatters [n = 13, exposure = 102 min]) and people with grade 2-3 knee osteoarthritis (n = 16, exposure = 28 min) were evaluated using 3D gait and biomarker analysis. The PLA2 activity was lowest in ADL squatters while occupational squatters demonstrated highest activity (p < 0.05). KAM and urine biomarker were similar among the groups. Moderate-strong positive association was observed between sweat PLA2 activity and age (r = 0.819, p = 0.004), daily squat exposure and biomarker uCTxII (r = 0.604, p = 0.013), antioxidant activity and Right-KAM (r = -0.917, p = 0.001), and Left-KAM (r = -0.767, p = 0.016), in people with knee OA. Healthy people demonstrated weak positive associations between KAM, uCTxII, and BMI. Associations between non-invasive biomechanical and biochemical markers indicate their potential use to identify early knee osteoarthritis. Studies with larger sample size are necessary to support prescription of body weight joint loading activities such as squatting in moderation, to delay functional decline caused by knee OA.

细胞机械转导和生物化学改变导致膝关节骨关节炎患者关节软骨退行性变。然而,中低强度的负重活动(如深蹲)对软骨代谢的影响尚未得到充分的研究。目前的研究探讨了行走时膝关节内收力矩(KAM)、生化指标和每日深蹲暴露之间的关系。3D步态分析用于确定作用于膝关节的外部负荷作为关节压缩力的指标,而生物标志物-尿液ii型胶原末端肽(uCTxII),抗氧化剂和磷脂酶A2 (PLA2)活性反映关节软骨状态。经伦理批准后,66名参与者进行了不同的每日深蹲暴露(非深蹲者[n = 21,暴露= 0分钟];寮屋者日常生活活动[ADL] [n = 16,暴露时间= 34 min];使用3D步态和生物标志物分析对职业性蹲坐者[n = 13,暴露时间= 102分钟]和2-3级膝骨关节炎患者(n = 16,暴露时间= 28分钟)进行评估。ADL占位者PLA2活性最低,职业性占位者最高(p < 0.05)。KAM和尿液生物标志物在各组间相似。在膝关节炎患者中,汗液PLA2活性与年龄(r = 0.819, p = 0.004)、每日深蹲暴露和生物标志物uCTxII (r = 0.604, p = 0.013)、抗氧化活性与右- kam (r = -0.917, p = 0.001)和左- kam (r = -0.767, p = 0.016)呈正相关。健康人在KAM、uCTxII和BMI之间表现出微弱的正相关。非侵入性生物力学和生物化学标志物之间的关联表明它们在早期膝关节骨关节炎识别中的潜在应用。有必要进行更大样本量的研究,以支持体重关节负荷活动的处方,如适度深蹲,以延缓膝关节OA引起的功能下降。
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引用次数: 1
Evolution of Deep Learning Algorithms for MRI-Based Brain Tumor Image Segmentation. 基于mri的脑肿瘤图像分割深度学习算法的发展。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/CritRevBiomedEng.2021035557
Khaled Shal, M S Choudhry

Brain tumor textures are among the most challenging features for neuroradiologists to extract from magnetic resonance images (MRIs). Exceptionally high-grade tumors such as gliomas require quick and precise diagnosis and medical intervention due to their infiltrative and fast-spreading nature. Therefore, they require computer assistance instead of manual methods. Deep learning (DL) methods are currently on the rise and have become an active field of research in several domains varying from stock market analysis to deep space object detection. They have very promising potential in brain tumor feature extraction from MRIs. Convolutional neural network (CNN) architectures, one of the most influential families of DL algorithms, have undergone a profound transformation since their first successes. This has led to increasing feature extraction quality and algorithm generalizability over various brain tumor types and grades. This review paper presents an explanatory and comparative survey on MRI-based brain tumor image segmentation. First, it provides the survey background and the typical process chain for brain MRI segmentation using CNNs. Second, it details the typical CNN architecture structure and its advantages over other machine learning algorithms. CNN architectures proposed for this purpose are enumerated and classified corresponding to their complexity, and then compared using specific metrics that consider the datasets they use.

脑肿瘤纹理是神经放射学家从磁共振图像(mri)中提取最具挑战性的特征之一。高度异常的肿瘤如胶质瘤,由于其浸润性和快速扩散的性质,需要快速准确的诊断和医疗干预。因此,它们需要计算机辅助而不是人工方法。深度学习(DL)方法目前正在兴起,并已成为从股票市场分析到深空目标检测等多个领域的活跃研究领域。它们在脑肿瘤核磁共振特征提取方面具有很大的应用前景。卷积神经网络(CNN)架构是深度学习算法中最具影响力的家族之一,自首次成功以来,已经经历了深刻的变革。这提高了特征提取的质量和算法在各种脑肿瘤类型和等级上的通用性。本文综述了基于mri的脑肿瘤图像分割的解释和比较研究。首先,给出了研究背景和使用cnn进行脑MRI分割的典型流程链。其次,详细介绍了典型的CNN架构结构及其相对于其他机器学习算法的优势。为此目的提出的CNN架构被列举并根据其复杂性进行分类,然后使用考虑其使用的数据集的特定指标进行比较。
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引用次数: 7
Fuzzy Models of Choice of Prevention Schemes for the Occurrence and Development of Gangrene of the Lower Extremities. 下肢坏疽发生发展预防方案选择的模糊模型。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/critrevbiomedeng.2022038502
N. Korenevskiy, A. Bykov, R. Al-kasasbeh, A. Aikeyeva, M. Alshamasin, S. Rodionova, Maksim Ilyash, S. Parkhomenko, Moaath Musa Al-Smadi, Mohammad Al-Jundi
The study focuses on the choice of prevention schemes of the appearance and recurrence of gangrene of the lower extremities, depending on any of the degrees of confidence that the patient will have gangrene or will experience its relapse. The degree of confidence is determined using the fuzzy logic of decision making on the relevant membership functions. For each of the selected classes, an appropriate prevention scheme has been developed, the effectiveness of which was tested using the theory of measuring latent variables and the synthesis of mathematical models of their choice depending on the degree of risk of the occurrence and recurrence of lower extremities gangrene. Model statistical tests showed that compared with traditional prevention schemes the use of the proposed models can increase the rate of positive results in the absence of lower extremities gangrene and reduce the possibility of relapse (recurrent changes by 42%, risk of amputation by 35%).
该研究的重点是选择预防方案的外观和复发的下肢坏疽,这取决于任何程度的信心,病人将有坏疽或将经历其复发。利用模糊决策逻辑确定相关隶属函数的置信度。对于所选的每个类别,都制定了适当的预防方案,使用测量潜在变量的理论和根据下肢坏疽发生和复发的风险程度选择的数学模型的综合来测试其有效性。模型统计检验表明,与传统的预防方案相比,使用所提出的模型可以在没有下肢坏疽的情况下增加阳性结果的比率,并降低复发的可能性(复发变化为42%,截肢风险为35%)。
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引用次数: 3
Antibacterial and Biological Behavior of TiO2 Nanotubes Produced by Anodizing Technique. 阳极氧化法制备TiO2纳米管的抗菌和生物行为。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/CritRevBiomedEng.2021037758
Robinson Aguirre Ocampo, Félix E Echeverria

Titanium dioxide nanotubes combine the geometrical properties of a tubular structure with the physico-chemical properties of TiO2. The nanotubes improve the surface characteristics of a material such as titanium, which possesses high mechanical resistance, and low density, enhancing its use for biomedical devices. The nanotubular layer increases the device's interaction with cells. In this paper, we discuss various aspects of the anodizing technique to obtain ordered nanotubes and careful control of the process parameters to obtain highly ordered TiO2 nanotubes. Also, we review the biological activity of TiO2 nanotubes, the effect of nanotube size on bioactivity, and the antibacterial effect of TiO2 nanotubes without doping. Finally, novel applications of TiO2 nanotubes employed as a biomaterial are discussed.

二氧化钛纳米管结合了管状结构的几何特性和二氧化钛的物理化学特性。纳米管改善了钛等材料的表面特性,钛具有高机械阻力和低密度,增强了其在生物医学设备中的应用。纳米管层增加了设备与细胞的相互作用。在本文中,我们讨论了获得有序纳米管的阳极氧化技术的各个方面,并仔细控制工艺参数以获得高度有序的TiO2纳米管。此外,我们还综述了TiO2纳米管的生物活性、纳米管尺寸对生物活性的影响以及未掺杂TiO2纳米管的抗菌效果。最后,讨论了TiO2纳米管作为生物材料的新应用。
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引用次数: 6
Biomechanical Effect of Irrigants in Noninstrumented Dentin: Systematic Review and Meta-Analysis. 冲洗剂在非器械牙本质中的生物力学效应:系统回顾和荟萃分析。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/CritRevBiomedEng.2021038065
Leidy Julieth Navarrete Mendoza, Astrid Cañón Montoya, Talia Yolanda Marroquín Peñaloza, Claudia García Guerreroc

One aspect of special concern in endodontics is the effect of irrigating solutions on the biomechanical properties of dentine. A systematic review of in vitro studies was conducted to analyze and systematize the effect of endodontic irrigating solutions on biomechanical properties in noninstrumented dentine, according to published in vitro studies. A literature review was conducted on different databases including papers from 2009 to 2019. Two researchers identified in vitro studies on permanent teeth root dentine that reported control group, featured nonmechanical preparation, and sample size ≥ 10. An instrument was designed for bias assessment in three categories (High-Uncertain-Low), applying 17 criteria. Using the PRISMA tool, an electronic search found 9,026 titles. From these, 28 were subjected to full-text analysis and 9 were chosen for qualitative analysis. It was identified that chelates decrease microhardness and stiffness. It was also inferred that the proteolytic effect of NaOCl reduces the elasticity modulus and flexural strength. The heterogeneity analysis, with a value I2:92% for microhardness and I2:81% for roughness, revealed high heterogeneity among the included studies. The random effect model identified with 95% confidence that NaOCl and EDTA significantly decrease microhardness: -3.00[-4.22, -1.78]; EDTA 17% at 15 min being on average the lowest value: -6.66[-8.32, -5.00]. For roughness, all the proposed solutions increased significantly: 2.37[1.67, 3.08]; the highest, 3.94[2.84, 5.04], was recorded by NaOCl2.5%-15 min. In contrast, CLX registered a high roughness value: 3.33[1.88, 4.77]. Dentinal microhardness reduction associated to chelates is a concentration and time- dependent variable. Collagen degradation by NaOCl is a time and concentration-dependent variable.

牙髓学中特别关注的一个方面是灌洗液对牙本质生物力学特性的影响。根据已发表的体外研究,对体外研究进行了系统回顾,以分析和系统化根管冲洗液对非仪器牙本质生物力学特性的影响。对2009年至2019年的不同数据库进行文献综述。两名研究人员确定了恒牙根本质的体外研究,报告对照组,非机械制备,样本量≥10。设计了一种工具,用于三个类别(高不确定度-低不确定度)的偏倚评估,应用了17个标准。使用PRISMA工具,电子搜索发现了9026种图书。其中28篇进行全文分析,9篇进行定性分析。结果表明,螯合剂降低了材料的显微硬度和硬度。NaOCl的蛋白水解作用降低了材料的弹性模量和抗弯强度。异质性分析显示,显微硬度值为I2:92%,粗糙度值为I2:81%,表明纳入的研究具有高度异质性。随机效应模型以95%的置信度确定NaOCl和EDTA显著降低显微硬度:-3.00[-4.22,-1.78];15 min时EDTA 17%平均最低值:-6.66[-8.32,- 5.50]。对于粗糙度,所有方案均显著增加:2.37[1.67,3.08];naocl2.5 -15 min的粗糙度值最高,为3.94[2.84,5.04]。相比之下,CLX的粗糙度值较高:3.33[1.88,4.77]。牙本质显微硬度降低与螯合剂有关,是一个浓度和时间相关的变量。NaOCl降解胶原蛋白是一个时间和浓度相关的变量。
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引用次数: 0
EHMO-Based Deep ResNet for Survival Timeline Prediction of Adenocarcinoma Cancer. 基于ehmo的深度ResNet用于腺癌生存时间预测。
Q3 Engineering Pub Date : 2021-01-01 DOI: 10.1615/critrevbiomedeng.2021039287
M. Shanid, A. Anitha
Lung cancer is due to the growth of uncontrolled cells in the lungs, and the death rate is high compared with all types of cancer. It is recognized and treated using images of computed tomography (CT). This paper develops the elephant herding magnetic optimization-based deep residual network (EHMO-based Deep ResNet) for survival timeline prediction in adenocarcinoma. Here, preprocessing is performed using a Gaussian filter for the lung CT image. The preprocessed image is subjected to lung lobe segmentation, which is performed by the active contour model. Nodule identification locates nodules in the segmented image, where the process is carried out using a grid-based scheme. After that, feature extraction is carried out to extract intensity, wavelet, tetrolet transform, local optimal oriented pattern (LOOP), and clinical features. Finally, the extracted features are fed to the prediction module, which is based on the Deep ResNet classifier, which is trained by the proposed EHMO optimization algorithm. Here, the developed EHMO combines elephant herding optimization (EHO) and the magnetic optimization algorithm (MOA). The developed adenocarcinoma survival timeline prediction technique exhibits efficient performance in terms of accuracy, 0.955; maximal sensitivity, 0.962; and high specificity, 0.958.
肺癌是由于肺部不受控制的细胞生长造成的,与所有类型的癌症相比,肺癌的死亡率很高。它是使用计算机断层扫描(CT)的图像识别和治疗。本文提出了基于大象群磁优化的深度残差网络(EHMO-based deep ResNet)用于腺癌患者生存时间预测。在这里,使用高斯滤波器对肺部CT图像进行预处理。利用活动轮廓模型对预处理后的图像进行肺叶分割。结节识别在分割图像中定位结节,该过程使用基于网格的方案进行。然后进行特征提取,提取强度、小波、四小波变换、局部最优定向模式(LOOP)和临床特征。最后,将提取的特征馈送到基于Deep ResNet分类器的预测模块,该模块通过提出的EHMO优化算法进行训练。本文提出的EHMO结合了象群优化(EHO)和磁优化算法(MOA)。所建立的腺癌生存时间预测技术,准确率为0.955;最大灵敏度为0.962;特异性高,为0.958。
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引用次数: 0
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Critical Reviews in Biomedical Engineering
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