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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
Fetal-BET: Brain Extraction Tool for Fetal MRI 胎儿-BET:胎儿磁共振成像脑提取工具
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-12 DOI: 10.1109/OJEMB.2024.3426969
Razieh Faghihpirayesh;Davood Karimi;Deniz Erdoğmuş;Ali Gholipour
Goal: In this study, we address the critical challenge of fetal brain extraction from MRI sequences. Fetal MRI has played a crucial role in prenatal neurodevelopmental studies and in advancing our knowledge of fetal brain development in-utero. Fetal brain extraction is a necessary first step in most computational fetal brain MRI pipelines. However, it poses significant challenges due to 1) non-standard fetal head positioning, 2) fetal movements during examination, and 3) vastly heterogeneous appearance of the developing fetal brain and the neighboring fetal and maternal anatomy across gestation, and with various sequences and scanning conditions. Development of a machine learning method to effectively address this task requires a large and rich labeled dataset that has not been previously available. Currently, there is no method for accurate fetal brain extraction on various fetal MRI sequences. Methods: In this work, we first built a large annotated dataset of approximately 72,000 2D fetal brain MRI images. Our dataset covers the three common MRI sequences including T2-weighted, diffusion-weighted, and functional MRI acquired with different scanners. These data include images of normal and pathological brains. Using this dataset, we developed and validated deep learning methods, by exploiting the power of the U-Net style architectures, the attention mechanism, feature learning across multiple MRI modalities, and data augmentation for fast, accurate, and generalizable automatic fetal brain extraction. Results: Evaluations on independent test data, including data available from other centers, show that our method achieves accurate brain extraction on heterogeneous test data acquired with different scanners, on pathological brains, and at various gestational stages. Conclusions:By leveraging rich information from diverse multi-modality fetal MRI data, our proposed deep learning solution enables precise delineation of the fetal brain on various fetal MRI sequences. The robustness of our deep learning model underscores its potential utility for fetal brain imaging.
目标:在这项研究中,我们解决了从核磁共振成像序列中提取胎儿大脑的关键难题。胎儿核磁共振成像在产前神经发育研究中发挥了至关重要的作用,并推动了我们对胎儿体内大脑发育知识的了解。胎儿脑提取是大多数计算胎儿脑磁共振成像管道中必要的第一步。然而,由于 1)非标准的胎儿头部定位;2)检查过程中的胎儿运动;3)不同妊娠期、不同序列和扫描条件下发育中的胎儿大脑以及邻近胎儿和母体解剖结构的外观差异巨大,这给胎儿大脑提取带来了巨大挑战。要开发一种机器学习方法来有效地完成这项任务,需要大量丰富的标注数据集,而这些数据集是以前所没有的。目前,还没有一种方法能在各种胎儿 MRI 序列上准确提取胎儿大脑。方法:在这项工作中,我们首先建立了一个包含约 72,000 张二维胎儿脑部 MRI 图像的大型标注数据集。我们的数据集涵盖了三种常见的磁共振成像序列,包括用不同扫描仪获取的 T2 加权、弥散加权和功能磁共振成像。这些数据包括正常和病理大脑的图像。利用这个数据集,我们开发并验证了深度学习方法,通过利用 U-Net 风格架构的强大功能、注意力机制、跨多种 MRI 模式的特征学习以及数据增强,实现了快速、准确和可推广的胎儿大脑自动提取。结果:在独立测试数据(包括其他中心提供的数据)上进行的评估表明,我们的方法能在不同扫描仪获取的异构测试数据、病理大脑和不同妊娠阶段准确提取大脑。结论:通过利用来自不同多模态胎儿磁共振成像数据的丰富信息,我们提出的深度学习解决方案能够在各种胎儿磁共振成像序列上精确划分胎儿大脑。我们的深度学习模型的鲁棒性强调了它在胎儿大脑成像中的潜在用途。
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引用次数: 0
Effect of Preadolescents’ Obesity on Inhibitory Control During Stop-Signal Task: A Functional EEG Network Study 青少年肥胖对停止信号任务中抑制控制的影响:功能性脑电图网络研究
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-11 DOI: 10.1109/OJEMB.2024.3425855
Yuqin Li;Qian Yang;Yuxin Liu;Yutong Zheng;Jianfu Li;Chunli Chen;Baodan Chen;Dezhong Yao;Liang Yu;Peng Xu;Fali Li;Yi Liang
Objectives. Until now, limited knowledge remains regarding the association among childhood obesity, cognitive behavior, and brain networks. Utilizing a publicly available dataset, we aimed to investigate the relationships between childhood obesity and functional networks during the stop-signal task. Results. Given the huge conflict-monitoring and inhibitory control demands of the task, both enhanced network connectivity and properties were observed under the “No-go” compared to the “Go” condition for both obese and non-obese preadolescents. Obese preadolescents exhibited significantly increased frontal-parietal, frontal-occipital, and frontal-temporal linkages, as well as heightened network efficiency under both “Go” and “No-go” conditions compared to non-obese counterparts. Additionally, significant correlations were found between network connectivity and properties and preadolescents’ body mass index (BMI), with their combination predicting BMI scores successfully. Conclusions. These findings support that childhood obesity is not simply a deviant habit with restricted physical health consequences, but rather associated with the atypical development of frontal-based networks involved in inhibitory control and cognitive performance.
研究目的到目前为止,有关儿童肥胖、认知行为和大脑网络之间的关系的知识还很有限。我们利用一个公开的数据集,旨在研究儿童肥胖与停止信号任务中的功能网络之间的关系。研究结果鉴于该任务对冲突监控和抑制控制的巨大需求,与 "开始 "条件相比,肥胖和非肥胖青少年在 "不开始 "条件下都观察到了增强的网络连通性和特性。与非肥胖青少年相比,肥胖青少年在 "去 "和 "不去 "条件下表现出额叶-顶叶、额叶-枕叶和额叶-颞叶的联系明显增加,网络效率也有所提高。此外,研究还发现网络连通性和特性与青少年体重指数(BMI)之间存在明显的相关性,两者结合可成功预测体重指数得分。结论这些研究结果表明,儿童肥胖不仅仅是一种对身体健康影响有限的偏差习惯,而是与参与抑制控制和认知表现的额叶网络的非典型发展有关。
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引用次数: 0
A Propulsion Neuroprosthesis Improves Overground Walking in Community-Dwelling Individuals After Stroke 推进型神经假体可改善中风后社区居民的地面行走能力
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-04 DOI: 10.1109/OJEMB.2024.3416028
Dabin K. Choe;Ashlyn J. Aiello;Johanna E. Spangler;Conor J. Walsh;Louis N. Awad
Functional electrical stimulation (FES) is a common neuromotor intervention whereby electrically evoked dorsiflexor muscle contractions assist foot clearance during walking. Plantarflexor neurostimulation has recently emerged to assist and retrain gait propulsion; however, safe and effective coordination of dorsiflexor and plantarflexor neurostimulation during overground walking has been elusive, restricting propulsion neuroprostheses to harnessed treadmill walking. We present an overground propulsion neuroprosthesis that adaptively coordinates, on a step-by-step basis, neurostimulation to the dorsiflexors and plantarflexors. In 10 individuals post-stroke, we evaluate the immediate effects of plantarflexor neurostimulation delivered with different onset timings, and retention to unassisted walking (NCT06459401). Preferred onset timing differed across individuals. Individualized tuning resulted in a significant 10% increase in paretic propulsion peak (Δ: 1.41 ± 1.52%BW) and an 8% increase in paretic plantarflexor power (Δ: 0.27 ± 0.23 W/kg), compared to unassisted walking. Post-session unassisted walking speed, paretic propulsion peak, and propulsion symmetry all significantly improved by 9% (0.14 ± 0.09 m/s), 28% (2.24 ± 3.00%BW), and 12% (4.5 ± 6.0%), respectively, compared to pre-session measurements. Here we show that an overground propulsion neuroprosthesis can improve overground walking speed and propulsion symmetry in the chronic phase of stroke recovery. Future studies should include a control group to examine the efficacy of gait training augmented by the propulsion neuroprosthesis compared to gait training alone.
功能性电刺激(FES)是一种常见的神经运动干预方法,通过电诱发背屈肌收缩来帮助患者在行走过程中清理足部。然而,在地面行走过程中,背屈肌和足底屈肌神经刺激的安全和有效协调一直是个难题,这使得推进神经假体只能在跑步机上行走。我们介绍了一种地面推进神经假体,该假体能逐步自适应地协调对背屈肌和跖屈肌的神经刺激。在 10 名中风后患者中,我们评估了以不同起始时间进行足底神经刺激的直接效果,以及保持无辅助行走的效果(NCT06459401)。不同个体偏好的起始时间各不相同。与无辅助行走相比,个性化调整使瘫痪患者的推进峰值显著增加 10%(Δ:1.41 ± 1.52%BW),瘫痪患者的足反射动力增加 8%(Δ:0.27 ± 0.23 W/kg)。与训练前的测量结果相比,训练后的无助行走速度、瘫痪推进峰值和推进对称性均有显著提高,分别提高了 9% (0.14 ± 0.09 m/s)、28% (2.24 ± 3.00%BW) 和 12% (4.5 ± 6.0%)。我们在此表明,在中风恢复的慢性阶段,地面推进神经假体可以提高地面行走速度和推进对称性。未来的研究应包括一个对照组,以检验通过推进神经假体增强步态训练与单独步态训练相比的疗效。
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引用次数: 0
A Modified Quadrature Birdcage Coil Incorporated With a Curved Feature for In Ovo MR Imaging 用于胎儿磁共振成像的改进型正交鸟笼线圈,带有弯曲特征
IF 2.7 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-28 DOI: 10.1109/OJEMB.2024.3420231
Chang-Hoon Choi;Maximilian Bruch;Suk-Min Hong;Sandra Krause;Carina Stegmayr;Stefan Schwan;Wieland A. Worthoff;Jörg Felder;N. Jon Shah
Goal: This study presents a novel MRI coil design approach explicitly tailored for chick embryo measurements, with the primary objective of improving sensitivity and coverage. Methods: The limitations posed by conventional birdcage coils were addressed by introducing a curvature feature into a standard coil. The performance of the modified coil was assessed using EM simulations and experimental evaluations, which were subsequently validated using a 7 T MRI scanner. A comparative analysis was conducted against a standard quadrature low-pass birdcage coil to evaluate key factors. Results: The proposed coil demonstrated improved SNR and uniformity, particularly in the proximity of the end-rings. These results were consistent with the findings obtained from the simulations. Conclusions: The use of our innovative birdcage coil design holds promise and offers practical potential for in ovo studies.
目标:本研究提出了一种明确针对小鸡胚胎测量的新型磁共振成像线圈设计方法,其主要目标是提高灵敏度和覆盖范围。方法:通过在标准线圈中引入曲率特征,解决了传统鸟笼线圈的局限性。利用电磁模拟和实验评估对改进线圈的性能进行了评估,随后利用 7 T 磁共振成像扫描仪对其进行了验证。与标准正交低通鸟笼线圈进行了对比分析,以评估关键因素。结果:拟议的线圈提高了信噪比和均匀性,尤其是在靠近端环的区域。这些结果与模拟结果一致。结论使用我们创新的鸟笼线圈设计前景广阔,为胎儿研究提供了实用潜力。
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引用次数: 0
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