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Novel Metrics for High-Density sEMG Analysis in the Time–Space Domain During Sustained Isometric Contractions 持续等长收缩时时空域高密度 sEMG 分析的新指标
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-26 DOI: 10.1109/OJEMB.2024.3449548
Giovanni Corvini;Michail Arvanitidis;Deborah Falla;Silvia Conforto
Goal: This study introduces a novel approach to examine the temporal-spatial information derived from High-Density surface Electromyography (HD-sEMG). By integrating and adapting postural control parameters into a framework for the analysis of myoelectrical activity, new metrics to evaluate muscle fatigue progression were proposed, investigating their ability to predict endurance time. Methods: Nine subjects performed a fatiguing isometric contraction of the lumbar erector spinae. Topographical amplitude maps were generated from two HD-sEMG grids. Once identified the coordinates of the muscle activity, novel metrics for quantifying the muscle spatial distribution over time were calculated. Results: Spatial metrics showed significant differences from beginning to end of the contraction, highlighting their ability of characterizing the neuromuscular adaptations in presence of fatigue. Additionally, linear regression models revealed strong correlations between these spatial metrics and endurance time. Conclusions: These innovative metrics can characterize the spatial distribution of muscle activity and predict the time of task failure.
目标:本研究引入了一种新方法来研究从高密度表面肌电图(HD-sEMG)中获得的时空信息。通过将姿势控制参数整合和调整到肌电活动分析框架中,提出了评估肌肉疲劳进展的新指标,研究其预测耐力时间的能力。方法:九名受试者进行了一项疲劳性间歇运动:九名受试者对腰椎直立肌进行疲劳等长收缩。通过两个 HD-sEMG 网格生成地形振幅图。确定肌肉活动坐标后,计算出量化肌肉随时间空间分布的新指标。结果:空间指标显示出收缩开始和结束时的显著差异,突显了它们在疲劳情况下描述神经肌肉适应性的能力。此外,线性回归模型显示这些空间指标与耐力时间之间存在很强的相关性。结论:这些创新指标可以描述肌肉活动的空间分布,并预测任务失败的时间。
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引用次数: 0
Corrections to “Sparse Multichannel Decomposition of Electrodermal Activity With Physiological Priors” 对 "具有生理先验的稀疏多通道皮电活动分解 "的更正
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-26 DOI: 10.1109/OJEMB.2024.3444428
Samiul Alam;Md. Rafiul Amin;Rose T. Faghih
Presents corrections to the article “Sparse Multichannel Decomposition of Electrodermal Activity With Physiological Priors”.
提出对文章 "Sparse Multichannel Decomposition of Electrodermal Activity With Physiological Priors "的更正。
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引用次数: 0
Introduction to the Special Section on Computational Modeling and Digital Twin Technology in Biomedical Engineering 生物医学工程中的计算建模和数字孪生技术特别分会简介
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-15 DOI: 10.1109/OJEMB.2024.3428898
Marianna Laviola
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引用次数: 0
Cole–Cole Model for the Dielectric Characterization of Healthy Skin and Basal Cell Carcinoma at THz Frequencies 太赫兹频率下健康皮肤和基底细胞癌的介电特性科尔-科尔模型
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-05 DOI: 10.1109/OJEMB.2024.3438562
Enrico Mattana;Matteo Bruno Lodi;Marco Simone;Giuseppe Mazzarella;Alessandro Fanti
THz radiationeffectively probes biological tissue water content due to its high sensibility to polar molecules. Skin and basal cell carcinoma (BCC), both rich in water, have been extensively studied in the THz range. Typically, the Double Debye model is used to study their dielectric permittivity. This work focuses on the viability of the multipole Cole-Cole model as an alternative dielectric model. To determine the best fit parameters, we used a genetic algorithm-based approach, solving a least squares problem. Compared with the Double Debye model, a maximum reduction of the RMSE value up to more than 50% and maximum relative percentage errors of 2.8% have been measured for both second and third order Cole-Cole models. Since the errors of the second and third order Cole-Cole models are similar, a two-poles model is enough to describe the behaviour both tissues from 0.2 THz to 2 THz.
由于太赫兹辐射对极性分子具有高度敏感性,因此可有效探测生物组织的含水量。皮肤和基底细胞癌(BCC)都富含水分,在太赫兹范围内对它们进行了广泛的研究。通常使用双德拜模型来研究它们的介电常数。这项工作的重点是研究多极科尔-科尔模型作为替代介电模型的可行性。为了确定最佳拟合参数,我们采用了基于遗传算法的方法,求解最小二乘法问题。与双 Debye 模型相比,二阶和三阶 Cole-Cole 模型的均方根误差值最大降低了 50%以上,最大相对误差百分比为 2.8%。由于二阶和三阶 Cole-Cole 模型的误差相似,因此双极模型足以描述从 0.2 太赫兹到 2 太赫兹的两种组织行为。
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引用次数: 0
Developing a Vital Signal Detection Electrode for Fabric Substrate Using a High-Performance Conductive Carbon-Based Ink 使用高性能导电碳基墨水开发织物基底的生命信号检测电极
IF 5.8 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-19 DOI: 10.1109/ojemb.2024.3431030
K. Chansaengsri, B. Tunhoo, K. Onlaor, T. Thiwawong
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引用次数: 0
Reverse Correlation Characterizes More Complete Tinnitus Spectra in Patients 反向相关性描述了患者更完整的耳鸣频谱
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-18 DOI: 10.1109/OJEMB.2024.3427318
Nelson V. Barnett;Alec Hoyland;Divya A. Chari;Benjamin Parrell;Adam C. Lammert
Goal: We validate a recent reverse correlation approach to tinnitus characterization by applying it to individuals with clinically-diagnosed tinnitus. Methods: Two tinnitus patients assessed the subjective similarity of their non-tonal tinnitus percepts and random auditory stimuli. Regression of the responses onto the stimuli yielded reconstructions which were evaluated qualitatively by playing back resynthesized waveforms to the subjects and quantitatively by response prediction analysis. Results: Subject 1 preferred their resynthesis to white noise; subject 2 did not. Response prediction balanced accuracies were significantly higher than chance across subjects: subject 1: 0.5963, subject 2: 0.6922. Conclusion: Reverse correlation can provide the foundation for reconstructing accurate representations of complex, non-tonal tinnitus in clinically diagnosed subjects. Further refinements may yield highly similar waveforms to individualized tinnitus percepts.
目标:我们将最新的反向相关方法应用于临床确诊的耳鸣患者,从而验证该方法对耳鸣特征的描述。方法两名耳鸣患者评估了他们的非音调耳鸣感知与随机听觉刺激的主观相似性。将反应回归到刺激物上得出重建结果,通过向受试者回放重新合成的波形对其进行定性评估,并通过反应预测分析对其进行定量评估。结果:受试者 1 更喜欢将其重新合成为白噪声;受试者 2 则不喜欢。各受试者的反应预测平衡准确度均明显高于平均值:受试者 1:0.5963;受试者 2:0.6922。结论反向相关可以为临床诊断对象重建复杂、非音调性耳鸣的准确表征奠定基础。进一步的改进可能会产生与个性化耳鸣感知高度相似的波形。
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引用次数: 0
Complex Hemodynamic Responses to Trans-Vascular Electrical Stimulation of the Renal Nerve in Anesthetized Pigs 麻醉猪肾神经跨血管电刺激的复杂血流动力学反应
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-17 DOI: 10.1109/OJEMB.2024.3429294
Filippo Agnesi;Lucia Carlucci;Gia Burjanadze;Fabio Bernini;Khatia Gabisonia;John W Osborn;Silvestro Micera;Fabio A. Recchia
The objective of this study was to characterize hemodynamic changes during trans-vascular stimulation of the renal nerve and their dependence on stimulation parameters. We employed a stimulation catheter inserted in the right renal artery under fluoroscopic guidance, in pigs. Systolic, diastolic and pulse blood pressure and heart rate were recorded during stimulations delivered at different intravascular sites along the renal artery or while varying stimulation parameters (amplitude, frequency, and pulse width). Blood pressure changes during stimulation displayed a pattern more complex than previously described in literature, with a series of negative and positive peaks over the first two minutes, followed by a steady state elevation during the remainder of the stimulation. Pulse pressure and heart rate only showed transient responses, then they returned to baseline values despite constant stimulation. The amplitude of the evoked hemodynamic response was roughly linearly correlated with stimulation amplitude, frequency, and pulse width.
本研究的目的是描述经血管刺激肾神经时的血流动力学变化及其与刺激参数的关系。我们在透视引导下在猪的右肾动脉中插入了一根刺激导管。在沿肾动脉的不同血管内部位进行刺激或改变刺激参数(振幅、频率和脉宽)时,记录了收缩压、舒张压、脉搏血压和心率。刺激过程中的血压变化显示出比以往文献中描述的更为复杂的模式,在最初的两分钟内会出现一系列负峰值和正峰值,随后在刺激的剩余时间内会出现稳态升高。脉压和心率仅表现出短暂的反应,随后尽管不断受到刺激,它们还是回到了基线值。诱发血流动力学反应的幅度与刺激幅度、频率和脉宽大致呈线性相关。
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引用次数: 0
Digital Twins of Biological Systems: A Narrative Review 生物系统的数字孪生:叙事回顾
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-12 DOI: 10.1109/OJEMB.2024.3426916
Ghufran A. Alsalloum;Nour M. Al Sawaftah;Kelly M. Percival;Ghaleb A. Husseini
The concept of Digital Twins (DTs), software models that mimic the behavior and interactions of physical or conceptual objects within their environments, has gained traction in recent years, particularly in medicine and healthcare research. DTs technology emerges as a pivotal tool in disease modeling, integrating diverse data sources to computationally model dynamic biological systems. This narrative review explores potential DT applications in medicine, from defining DTs and their history to constructing DTs, modeling biologically relevant systems, as well as discussing the benefits, risks, and challenges in their application. The influence of DTs extends beyond healthcare and can revolutionize healthcare management, drug development, clinical trials, and various biomedical research fields
数字孪生(DTs)是一种模仿物理或概念对象在其环境中的行为和交互的软件模型,其概念近年来在医学和医疗保健研究领域受到广泛关注。DTs 技术是疾病建模的重要工具,它整合了各种数据源,为动态生物系统建立计算模型。这篇叙述性综述探讨了 DTs 在医学中的潜在应用,从定义 DTs 及其历史到构建 DTs、生物相关系统建模,以及讨论其应用中的益处、风险和挑战。DTs 的影响超出了医疗保健的范畴,可为医疗保健管理、药物开发、临床试验和各种生物医学研究领域带来革命性的变化。
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引用次数: 0
Introducing SPINE: A Holistic Approach to Synthetic Pulmonary Imaging Evaluation Through End-to-End Data and Model Management 介绍 SPINE:通过端到端数据和模型管理实现肺部合成成像评估的整体方法
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-12 DOI: 10.1109/OJEMB.2024.3426910
Nikolaos Ntampakis;Vasileios Argyriou;Konstantinos Diamantaras;Konstantinos Goulianas;Panagiotis Sarigiannidis;Ilias Siniosoglou
In the evolving field of medical imaging and machine learning (ML), this paper introduces a novel framework for evaluating synthetic pulmonary imaging aiming to assess synthetic data quality and applicability. Our study concentrates on synthetic X-ray chest images, crucial for diagnosing respiratory diseases. We employ SPINE (Synthetic Pulmonary Imaging Evaluation) framework, a threefold synthetic images evaluation method including expert domain assessment, statistical data analysis and adversarial evaluation. In order to replicate and validate our methodology, we followed an End-to-End data and model management process which begins with a dataset of Normal and Pneumonia chest X-rays, generating synthetic images using Generative Adversarial Networks (GANs) and training a baseline classifier, essential in the adversarial evaluation axis, testing synthetic images against real data assessing their predictive value. The critical outcome of our approach is the post-market analysis of synthetic images. This innovative method evaluates synthetic images using clinical, statistical, and scientific criteria independently from traditional generation performance metrics. This independent evaluation provides deep insights into the clinical and research effectiveness of the synthetic data. By ensuring these images mirror real data's statistical properties and maintain clinical accuracy, our framework establishes a new standard for the ethical and reliable use of synthetic data in medical imaging and research.
在不断发展的医学成像和机器学习(ML)领域,本文介绍了一种评估合成肺部成像的新型框架,旨在评估合成数据的质量和适用性。我们的研究集中于合成 X 射线胸部图像,这对诊断呼吸系统疾病至关重要。我们采用了SPINE(合成肺成像评估)框架,这是一种三重合成图像评估方法,包括专家领域评估、统计数据分析和对抗评估。为了复制和验证我们的方法,我们采用了端到端的数据和模型管理流程,该流程从正常和肺炎胸部 X 光片数据集开始,使用生成式对抗网络(GAN)生成合成图像,并训练基线分类器。我们的方法的关键成果是对合成图像进行上市后分析。这种创新方法使用临床、统计和科学标准对合成图像进行评估,而不依赖于传统的生成性能指标。通过这种独立评估,可以深入了解合成数据的临床和研究效果。通过确保这些图像反映真实数据的统计特性并保持临床准确性,我们的框架为医学成像和研究中合成数据的道德和可靠使用建立了新的标准。
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引用次数: 0
A Heating and Cooling Stage With Fast Temporal Control for Biological Applications 用于生物应用的具有快速时间控制功能的加热和冷却平台
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-12 DOI: 10.1109/OJEMB.2024.3426912
Manon Valet;Juan M. Iglesias-Artola;Falk Elsner;Anatol W. Fritsch;Otger Campàs
The study of biological processes involving live microscopy techniques requires adequate temperature control to respect the physiology of the organism under study. We present here a design strategy for a microscope temperature stage based on thermoelectric elements. The design allows the user to access a range of temperatures below and above room temperature and can accommodate samples of different geometries. In addition, by cooling simultaneously the sample insert and the objective, we minimize the temperature gradients along the sample for large magnification objectives requiring immersion oil. We illustrate how this design can be used to study the physiology of the zebrafish embryo over the temperature tolerance of this species. We envision that this device could benefit the communities using model and non-model organisms with physiological temperatures different from typical mammalian cell culture incubation in biomedical research.
涉及活体显微镜技术的生物过程研究需要适当的温度控制,以尊重被研究生物的生理机能。我们在此介绍一种基于热电元件的显微镜温度平台设计策略。该设计允许用户使用低于和高于室温的温度范围,并可容纳不同几何形状的样品。此外,通过同时冷却样品插入件和物镜,我们最大限度地减少了需要浸油的大倍率物镜沿样品的温度梯度。我们说明了如何利用这种设计来研究斑马鱼胚胎的生理机能,以及该物种对温度的耐受性。我们设想,在生物医学研究中使用生理温度不同于典型哺乳动物细胞培养的模式生物和非模式生物时,这种装置将使各界受益匪浅。
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引用次数: 0
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IEEE Open Journal of Engineering in Medicine and Biology
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