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Numerical investigations on the impact of aortic arch inclusion on hemodynamics of abdominal healthy and aneurysmal aorta 主动脉弓包裹体对腹部健康主动脉和动脉瘤性主动脉血流动力学影响的数值研究
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-23 DOI: 10.1016/j.bbe.2025.12.003
Xinyi Han , Mathieu Specklin , Smaine Kouidri , Louise Koskas , Farid Bakir , Jean-Michel Davaine
This numerical study evaluates the impact of including the aortic arch in in-vivo and in-silico studies, by comparing an abdominal healthy aorta model to an aneurysmal one. CFD simulations were performed using OpenFOAM, with patient-specific blood flow data. Wall shear stress indices (TAWSS, OSI, RRT) and vortex distributions (Q criterion) were analyzed. The results show that the aortic arch amplifies blood flow disturbances, leading to a reduction in TAWSS and an increase in OSI, which may enhance the risk of potential thrombosis. Simplified models without the arch underestimate these effects. The influence of the aortic arch is more pronounced in the abdominal healthy aorta than in the abdominal aortic aneurysm, highlighting the importance of including it in hemodynamic simulations for a more accurate risk assessment.
本数值研究通过比较腹部健康主动脉模型和动脉瘤模型,评估了在体内和计算机研究中包括主动脉弓的影响。使用OpenFOAM进行CFD模拟,并使用患者特定的血流数据。分析了壁面剪应力指数(TAWSS、OSI、RRT)和涡分布(Q准则)。结果表明,主动脉弓加重了血流紊乱,导致TAWSS降低,OSI升高,这可能增加潜在血栓形成的风险。没有拱的简化模型低估了这些影响。主动脉弓的影响在腹部健康主动脉中比在腹主动脉瘤中更为明显,这突出了将其纳入血流动力学模拟以获得更准确的风险评估的重要性。
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引用次数: 0
Method for epileptic spike detection in EEG signals contaminated by muscle artifacts 受肌肉伪影污染的脑电图信号中癫痫尖峰的检测方法
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-19 DOI: 10.1016/j.bbe.2025.12.002
Marcin Kołodziej , Andrzej Majkowski , Marcin Jurczak , Andrzej Rysz , Bruno Andò , Remigiusz J. Rak
A method for detecting epileptic spikes in EEG recordings that leverages additional EMG channels to identify and remove muscle artifacts is presented. Unlike conventional approaches, our method models the uneven propagation of muscle artifacts by applying a filter bank and linear regression to clean the EEG signal. Spike detection is then performed using template matching with user-defined parameters, such as amplitude and duration, designed for neurophysiological interpretability. To validate our approach, we developed a dedicated database comprising EEG and EMG recordings from 20 participants. Artificial triangular spikes were added to EEG segments contaminated with muscle artifacts, creating numerous examples of spikes masked by artifacts. This dataset enabled a systematic evaluation of both preprocessing and spike detection techniques. Our method achieved a sensitivity of 0.88, specificity of 1.00, and precision of 0.79 in the detection of simulated spikes. Further testing on real EEG data with interictal spikes and added muscle artifacts yielded a sensitivity of 0.83, specificity of 0.99, and precision of 0.71, demonstrating robust performance even under challenging conditions. These results indicate that incorporating EMG channels to account for muscle activity substantially improves the effectiveness of EEG signal analysis. The proposed approach facilitates reliable detection of epileptic spikes, even when masked by muscle artifacts, and allows neurophysiologists to tailor detection criteria to specific amplitude and temporal features.
提出了一种检测脑电图记录中癫痫尖峰的方法,该方法利用额外的肌电信号通道来识别和去除肌肉伪影。与传统方法不同,我们的方法通过使用滤波器组和线性回归来清洗脑电图信号,从而对肌肉伪影的不均匀传播进行建模。然后使用模板匹配用户定义的参数,如振幅和持续时间,为神经生理学的可解释性而设计。为了验证我们的方法,我们开发了一个包含20名参与者的脑电图和肌电图记录的专用数据库。人造三角形尖峰被添加到被肌肉伪影污染的EEG片段中,创造了许多被伪影掩盖的尖峰例子。该数据集能够对预处理和尖峰检测技术进行系统评估。该方法检测模拟尖峰的灵敏度为0.88,特异度为1.00,精密度为0.79。对真实脑电图数据的进一步测试,包括间隔尖峰和增加的肌肉伪像,灵敏度为0.83,特异性为0.99,精度为0.71,即使在具有挑战性的条件下也表现出稳健的性能。这些结果表明,结合肌电通道来解释肌肉活动大大提高了脑电图信号分析的有效性。所提出的方法有助于可靠地检测癫痫峰,即使被肌肉伪像掩盖,并且允许神经生理学家根据特定的振幅和时间特征定制检测标准。
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引用次数: 0
Highly stable direct-printed polyazulene-based miniaturized electrode for pH analysis in human body fluids 用于人体体液pH分析的高度稳定的直接印刷聚氮基小型化电极
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-05 DOI: 10.1016/j.bbe.2025.11.008
Agnieszka Paziewska-Nowak , Marcin Urbanowicz , Marek Dawgul , Kornelia Bobrowska , Anna Sołdatowska , Marcin Ekman , Dorota G. Pijanowska
pH monitoring in biological fluids plays a critical role in clinical diagnostics and therapeutic management. This study presents a novel solid-contact pH electrode fabricated using a direct-printed (DP) graphite (Gr) electrode on a flexible substrate, followed by an electropolymerized hydrophobic polyazulene (pAz) transducing layer, and an ion-selective membrane (ISM). The pH electrode was paired with a miniaturized solid-state Ag/AgCl reference electrode incorporating a photopolymerized PVA-KCl matrix. The miniaturized reference electrode exhibited excellent potential stability (±2.5 mV across pH 2–11), and minimal signal drift (10  µV/h). The miniaturized pH electrode exhibited a sensitivity of 55.7 mV/dec, with a rapid response time of 6 s (vs. Orion™ ROSS Ultra™ reference electrode) or 42 s (vs. miniaturized solid-state reference electrode) and a linear response over the pH range of 2–10. The pH electrode demonstrated excellent analytical performance in diverse biological fluids, including urine, serum, saliva, and surgical drain fluid, closely matching the performance of a laboratory-grade combined glass pH electrode. These results underscore the potential of the proposed platform as a reliable and technologically scalable tool for real-time pH assessment in biomedical applications.
生物体液pH监测在临床诊断和治疗管理中起着至关重要的作用。本研究提出了一种新型的固体接触pH电极,该电极采用直接印刷(DP)石墨(Gr)电极在柔性衬底上制备,然后是电聚合疏水聚氮烯(pAz)转导层和离子选择膜(ISM)。pH电极与包含光聚合PVA-KCl基质的小型化固态Ag/AgCl参比电极配对。小型化的参比电极具有优异的电位稳定性(pH 2-11范围内±2.5 mV)和最小的信号漂移(10µV/h)。小型化pH电极的灵敏度为55.7 mV/dec,快速响应时间为6 s(相对于Orion™ROSS Ultra™参比电极)或42 s(相对于小型化固态参比电极),在2-10的pH范围内具有线性响应。pH电极在多种生物液体(包括尿液、血清、唾液和手术引流液)中表现出优异的分析性能,与实验室级组合玻璃pH电极的性能密切匹配。这些结果强调了该平台作为生物医学应用中实时pH值评估的可靠和技术可扩展工具的潜力。
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引用次数: 0
Neuro-biomechanical coupling in exoskeleton assisted walking for stroke patients demonstrates adaptive compensation 脑卒中患者外骨骼辅助行走的神经-生物力学耦合表现出适应性补偿
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-04 DOI: 10.1016/j.bbe.2025.11.007
Yujia Gao, Jiayi Sun, Chenhao Li, Yufeng Lin, Zilin Wang, Chenghua Jiang, Wenxin Niu
Stroke-induced decoupling of neural control and biomechanics impairs walking. The mechanism by which exoskeleton modulates neuro-biomechanical coupling through mechanical support and assistance remains unclear. This study aims to reveal the coupling relationship between neural control and biomechanics in exoskeleton assisted walking for stroke patients through multimodal analysis. Sixteen stroke and sixteen healthy subjects participated, with kinematic, surface electromyography, and cerebral hemodynamic data collected in 4 exoskeleton assisted walking conditions. We analyzed spatiotemporal parameters, movement coordination, muscle synergy, cortical activation and functional connectivity, as well as lateralization and neural network parameters using hierarchical generalized additive mixed-effects model regression and distance correlation to explore the dynamic nonlinear effects of neuro-biomechanics and symmetry associations. Subjects after stroke showed disturbed movement coordination, simplified muscle synergy, and suppressed cortical activation. The exoskeleton activated ankle anti-phase coordination and partially restores muscle synergy, but led to reduced multi-joint coordination and increased gait speed asymmetry. Cortical activation and functional connectivity decreased for stroke subjects, and cognitively oriented lateralization as well as neural network integration efficiency were increased with exoskeleton intervention. Neuro-biomechanical coupling results indicated that subjects after stroke relied on centralized modulation of supplementary motor area activation to integrate motor planning and execution, and dynamic laterality fluctuation of premotor cortex reflected motor control rhythms by regulating movement variability. The exoskeleton reconfigured neuro-biomechanical coupling, prompting a shift from pathological compensatory discoordination toward motor planning-orientated adaptive control strategy, and providing a rationale for rehabilitation assistance targeting the adaptive reorganization of motor function.
中风引起的神经控制和生物力学的解耦损害行走。外骨骼通过机械支持和辅助调节神经-生物力学耦合的机制尚不清楚。本研究旨在通过多模态分析揭示脑卒中患者外骨骼辅助行走中神经控制与生物力学的耦合关系。16名中风受试者和16名健康受试者参与了研究,收集了4种外骨骼辅助行走条件下的运动学、表面肌电图和脑血流动力学数据。利用层次广义加性混合效应模型回归和距离相关分析时空参数、运动协调、肌肉协同、皮质激活和功能连通性,以及侧化和神经网络参数,探讨神经生物力学和对称关联的动态非线性效应。中风后的受试者表现为运动协调障碍,肌肉协同作用简化,皮质激活抑制。外骨骼激活踝关节反相协调,部分恢复肌肉协同,但导致多关节协调减少,步态速度不对称增加。脑卒中受试者的皮质激活和功能连通性下降,外骨骼干预提高了认知定向偏侧化和神经网络整合效率。神经-生物力学耦合结果表明,卒中后受试者依靠辅助运动区激活的集中调节来整合运动规划和执行,运动前皮层的动态横向波动通过调节运动变异性反映运动控制节律。外骨骼重新配置了神经-生物力学耦合,促使病理性代偿失调向运动计划导向的适应性控制策略转变,并为针对运动功能适应性重组的康复援助提供了理论依据。
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引用次数: 0
Scapulohumeral rhythm preserves glenohumeral stability: Insights from a biomechanical simulation 肩胛骨节律保持肩关节稳定性:来自生物力学模拟的见解
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-04 DOI: 10.1016/j.bbe.2025.11.002
Matej Daniel , Jan Votava , Júlia Bodnárová , Adam Kratochvíll , Zbyněk Šika , David Pokorný , Petr Fulín
The shoulder’s dynamic function is largely influenced by scapulohumeral rhythm (SHR), a coordinated movement of the scapula and humerus that facilitates a safe range of motion. While SHR has been described and quantified in terms of shoulder kinematics, its specific contribution to glenohumeral joint stability. This study aims to estimate the impact of SHR on glenohumeral stability using a biomechanical model. A five-segment musculoskeletal model based on the work of Wu et al. (2016) was implemented in OpenSim. Three SHR patterns and two loading scenarios were evaluated: a fixed scapula, a humeral-to-scapular motion ratio, and an experimentally measured SHR with free abduction or abduction while holding a 2 kg weight in the hand. Muscle forces and glenohumeral stability ratios were calculated using static optimization, and the model predictions were compared to electromyography and in vivo joint force data. While glenohumeral contact forces showed minimal variation across different SHR conditions, the stability ratio analysis revealed that the absence of SHR significantly increased the risk of joint instability. In scenarios without SHR, even small shoulder elevations resulted in overloading of the superior glenoid. The addition of weight further destabilized the joint, while substantially increasing glenohumeral force. SHR does not reduce the overall glenohumeral load but plays a critical role in maintaining glenohumeral stability, particularly during early phases of shoulder elevation and when holding additional weight. These findings highlight the importance of scapular kinematics in shoulder joint function and may have implications for managing shoulder pathologies such as rotator cuff tears and impingement, where scapular motion is often compromised.
肩胛骨和肱骨的协调运动促进了安全的活动范围,肩胛骨和肱骨的协调运动在很大程度上影响了肩胛骨和肱骨的动态功能。虽然SHR已经在肩关节运动学方面被描述和量化,但它对肩关节稳定性的具体贡献。本研究旨在利用生物力学模型估计SHR对肩关节稳定性的影响。基于Wu etal .(2016)的工作,在OpenSim中实现了一个五段肌肉骨骼模型。评估了三种SHR模式和两种加载情景:固定肩胛骨,肱骨与肩胛骨的运动比,以及实验测量的自由外展或手握2 kg重量时外展的SHR。采用静态优化计算肌肉力和肩关节稳定性比,并将模型预测结果与肌电图和体内关节力数据进行比较。虽然肩关节接触力在不同SHR条件下的变化很小,但稳定性比分析显示,没有SHR会显著增加关节不稳定的风险。在没有SHR的情况下,即使是很小的肩部抬高也会导致上肩关节超载。重量的增加进一步破坏了关节的稳定性,同时大大增加了肩关节的受力。SHR不能减少肩关节的整体负荷,但在维持肩关节稳定性方面起着关键作用,特别是在肩关节抬高的早期阶段和负重时。这些发现强调了肩胛骨运动在肩关节功能中的重要性,并可能对肩关节疾病的治疗有启示,如肩袖撕裂和撞击,肩胛骨运动经常受到损害。
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引用次数: 0
Tailoring Endoscopic sleeve gastroplasty: computational biomechanics for the evaluation and prediction of post-surgical outcomes 裁剪内镜下袖胃成形术:用于评估和预测术后结果的计算生物力学
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-03 DOI: 10.1016/j.bbe.2025.11.006
Ilaria Toniolo , Emanuele Luigi Carniel , Claudio Fiorillo , Giuseppe Quero , Silvana Perretta , Alice Berardo
Endoscopic Sleeve Gastroplasty (ESG) is currently being used successfully in people with obesity. However, potential long-term side effects are still unknown. Computational biomechanics has emerged as a valid tool to improve the intervention effectiveness.
The aim of this work is to provide an in silico framework to estimate stomach mechanics, as volumetric capacity, structural stiffness, and wall tissue strain, in response to food intake before and after ESG. A cohort of patients who underwent ESG was studied to rationally analyze the reduction in gastric volume and the changes in structural response and strain distribution. Computational predictions were compared with Magnetic Resonance Imaging (MRI) data from post-operative stomachs, allowing the reliability and reproducibility of the methodology to be assessed. Significant differences in stomach mechanics before and after surgery were observed, considering both structural stiffness and tissue strain distribution. This difference may lead to improper activation of mechanoreceptors and thus to variations in satiety after ESG.
The results confirm the suitability of the in silico approach for evaluating bariatric surgery in the short-term, because it shed light on the reduction of stomach capacity and pressurization depending on the amount of food ingested, on the variation of tissue strain distribution, giving to the surgeon information that are currently not available. Leveraging computational modeling may help prevent complications, such as reflux or misplacement of sutures, and enhance outcomes by prescribing gastric-wall loading conditions associated with lower postoperative weight-regain rates.
内窥镜套管胃成形术(ESG)目前已成功用于肥胖患者。然而,潜在的长期副作用仍然未知。计算生物力学已成为提高干预效果的有效工具。这项工作的目的是提供一个计算机框架来估计胃力学,如体积容量、结构刚度和壁组织应变,在ESG前后对食物摄入的反应。研究了一组行ESG的患者,以合理分析胃容量的减少以及结构反应和应变分布的变化。将计算预测与术后胃磁共振成像(MRI)数据进行比较,从而评估该方法的可靠性和可重复性。考虑到结构刚度和组织应变分布,观察到手术前后胃力学的显著差异。这种差异可能导致机械感受器的不当激活,从而导致ESG后饱腹感的变化。结果证实了计算机方法在短期内评估减肥手术的适用性,因为它揭示了胃容量和压力的减少取决于摄入的食物量,组织应变分布的变化,为外科医生提供了目前无法获得的信息。利用计算模型可以帮助预防并发症,如反流或缝合线错位,并通过规定与较低术后体重恢复率相关的胃壁负荷条件来提高结果。
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引用次数: 0
A Complexity-Based analysis of postural stability dynamics during gait on dry and slippery surfaces 基于复杂性的干滑地面步态姿态稳定性动力学分析
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-11-26 DOI: 10.1016/j.bbe.2025.11.005
Mahdi Yousefi Azar Khanian , Zahra Sadat Hosseni , S.Mohammadreza Hashemi Gholpayeghani , Mostafa Rostami
Human postural stability represents a complex, nonlinear system influenced by a range of biomechanical and environmental factors. The trajectories of the center of pressure (CoP) serve as key indicators of this system’s underlying dynamics and are increasingly being analyzed using nonlinear methods. However, the impact of surface-induced instability during gait remains underexplored. This study aimed to analyze CoP behavior during gait on stable (dry) and unstable (slippery) surfaces by testing three hypotheses: (1) task-induced instability is associated with an increase in CoP complexity; (2) individual variability amplifies dynamic fluctuations under unstable conditions; and (3) repeated exposure to the task attenuates this complexity. Twenty healthy young males completed each walking task three times. CoP dynamics were quantified using nonlinear analyses, including phase-space reconstruction (embedding dimension and time lag) and correlation dimension (CD).
Complexity metrics, specifically the optimal embedding dimension and CD, were significantly elevated during the slippery surface condition, clearly distinguishing between the two task environments (p < 0.001, classification accuracy > 90 %). The greater variability in features observed under the slippery condition suggested broader dynamic adaptations to instability. Additionally, the reduction in CD across repeated trials indicated a moderating effect of prior exposure.
The findings support all three hypotheses, demonstrating the effectiveness of CoP-based nonlinear measures in capturing adaptive postural responses to changing stability demands. This study contributes a novel multi-trial nonlinear analysis approach for evaluating dynamic postural control under environmental challenges.
人体姿势稳定性是一个复杂的非线性系统,受一系列生物力学和环境因素的影响。压力中心(CoP)轨迹作为该系统潜在动力学的关键指标,越来越多地使用非线性方法进行分析。然而,在步态过程中,表面引起的不稳定的影响仍未得到充分的研究。本研究旨在通过测试三个假设来分析在稳定(干燥)和不稳定(湿滑)表面上行走时的CoP行为:(1)任务诱导的不稳定性与CoP复杂性的增加有关;(2)个体变异放大了不稳定条件下的动态波动;(3)反复接触任务会降低这种复杂性。20名健康的年轻男性完成每项行走任务三次。采用非线性分析方法,包括相空间重构(嵌入维数和时滞)和相关维数(CD),对CoP动力学进行了量化。在光滑表面条件下,复杂性指标,特别是最佳嵌入维数和CD显著提高,明显区分了两种任务环境(p < 0.001,分类准确率>; 90%)。在光滑条件下观察到的特征的较大变异性表明对不稳定的更广泛的动态适应。此外,反复试验中CD的减少表明了先前暴露的调节作用。研究结果支持所有这三个假设,证明了基于cop的非线性测量在捕获对变化的稳定性需求的适应性姿势反应方面的有效性。该研究为评估环境挑战下的动态姿态控制提供了一种新的多试验非线性分析方法。
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引用次数: 0
Effect of non-Newtonian rheological models on pulsatile hemodynamics in patients-specific venous models of pulsatile tinnitus 非牛顿流变学模型对搏动性耳鸣患者特异性静脉模型搏动血流动力学的影响
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-10-01 DOI: 10.1016/j.bbe.2025.10.002
Zhenxia Mu , Ben Liu , Yicheng Han , Lihui Zhuang , Xiaoyu Qiu , Heyu Ding , Shusheng Gong , Guopeng Wang , Bin Gao , Youjun Liu , Shifeng Yang , Zhenchang Wang , Pengfei Zhao , Ximing Wang
Hemodynamic factors play a crucial role in the pathogenesis of venous pulsatile tinnitus (PT). The selection of an appropriate blood viscosity model is therefore essential for accurately capturing hemodynamic characteristics in numerical simulations. This study aimed to investigate and compare the effects of different blood rheology models on hemodynamic parameters in patients with venous PT. Numerical simulation of pulsatile blood flow was conducted in three-dimensional patient-specific models with sigmoid sinuses wall dehiscence (SSWD) accompanied by sigmoid sinuses diverticulum (SSD) or transverse sinus stenosis. Different blood rheology models were employed in the simulations, including the Newtonian, Power law, Carreau, and Herschel-Bulkley models. Results demonstrated that unfavorable hemodynamics, characterized by high-velocity patterns and abnormal distributions of wall pressure, wall shear stress (WSS), and time-average WSS (TAWSS) in specific SSD and SSWD regions, could increase the risk of venous PT. Both Newtonian and non-Newtonian models predicted comparable distributions of hemodynamic parameters. However, differences in magnitude were observed, particularly in the SSD and SSWD regions. The Power law model exhibited the most pronounced differences, predicting the lowest velocity in the SSD region and the highest wall pressure, WSS, and TAWSS in the SSWD region. The Herschel-Bulkley model showed similar trends but with less extreme magnitudes. The Carreau model was closely aligned with the Newtonian model. Although the Newtonian model generally predicted hemodynamic parameter distributions comparable to those of non-Newtonian models, marked differences were observed in key regions (SSD and SSWD) critically involved in venous PT pathogenesis. Therefore, selecting an appropriate viscosity model is essential for accurately assessing hemodynamic characteristics within these specific regions.
血流动力学因素在静脉搏动性耳鸣的发病机制中起着至关重要的作用。因此,选择合适的血液粘度模型对于在数值模拟中准确捕获血流动力学特性至关重要。本研究旨在探讨和比较不同血液流变学模型对静脉PT患者血流动力学参数的影响,在乙状窦壁裂(SSWD)伴乙状窦憩室(SSD)或横窦狭窄的三维患者特异性模型中,对脉动血流进行数值模拟。在模拟中采用了不同的血液流变学模型,包括牛顿模型、幂律模型、careau模型和Herschel-Bulkley模型。结果表明,在特定的SSD和SSWD区域,以高速模式和壁压、壁剪切应力(WSS)和时间平均WSS (TAWSS)的异常分布为特征的不利血流动力学可增加静脉PT的风险。牛顿模型和非牛顿模型预测的血流动力学参数分布相似。然而,观察到的幅度差异,特别是在SSD和SSWD区域。幂律模型表现出最明显的差异,预测了SSD区域的最低速度,以及SSWD区域的最高壁压、WSS和TAWSS。Herschel-Bulkley模型显示了类似的趋势,但幅度没有那么极端。卡罗模型与牛顿模型非常接近。尽管牛顿模型预测的血流动力学参数分布与非牛顿模型一般相当,但在静脉PT发病的关键区域(SSD和SSWD)中观察到显著差异。因此,选择合适的粘度模型对于准确评估这些特定区域的血流动力学特性至关重要。
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引用次数: 0
Interferometric speckle contrast optical spectroscopy (iSCOS) in continuous-wave parallel interferometric near-infrared spectroscopy (CW-πNIRS) 连续波平行干涉近红外光谱(CW-πNIRS)中的干涉散斑对比光谱(iSCOS)
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-10-01 DOI: 10.1016/j.bbe.2025.11.001
Klaudia Nowacka-Pieszak , Saeed Samaei , Dawid Borycki
Optical methods enable continuous, noninvasive cerebral blood flow (CBF) monitoring. Diffuse correlation spectroscopy (DCS) estimates CBF through temporal correlation analysis of scattered light but is limited by low detection throughput. Parallelizing DCS enhances performance but requires costly ultra-fast (∼1 MHz) detectors, complicating continuous measurements. An alternative approach analyzes spatial correlations using speckle contrast, inversely proportional to blood flow, captured with slower two-dimensional sensors. In this study, we present continuous-wave parallel interferometric near-infrared spectroscopy (CW-πNIRS), employing interferometry combined with a high-speed 2D camera, as a novel method uniquely suited for spatial correlation measurements. By leveraging interferometric detection, our approach provides a synthetic multi-exposure capability for direct quantitative comparisons between spatial (speckle contrast) and temporal (autocorrelation) methods for CBF monitoring. Numerical simulations, incorporating interferometric reference fields, and tissue-mimicking phantom validations demonstrated robust, and stable speckle contrast estimates. Finally, in vivo experiments confirmed the method’s potential for effective human cerebral blood flow monitoring, highlighting practical advantages and providing a clear pathway towards clinical implementation.
光学方法可以实现连续的、无创的脑血流(CBF)监测。漫射相关光谱学(DCS)通过散射光的时间相关分析来估计CBF,但受低检测吞吐量的限制。并行DCS提高了性能,但需要昂贵的超高速(~ 1 MHz)检测器,使连续测量复杂化。另一种方法是使用散斑对比度分析空间相关性,与血流成反比,用较慢的二维传感器捕获。在这项研究中,我们提出了连续波平行干涉近红外光谱(CW-πNIRS),该方法采用干涉测量与高速二维相机相结合,是一种独特适用于空间相关测量的新方法。通过利用干涉检测,我们的方法为CBF监测的空间(散斑对比)和时间(自相关)方法之间的直接定量比较提供了综合的多曝光能力。结合干涉参考场的数值模拟和组织模拟幻象验证证明了鲁棒和稳定的散斑对比度估计。最后,体内实验证实了该方法有效监测人脑血流量的潜力,突出了实用性优势,为临床应用提供了明确的途径。
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引用次数: 0
Enhanced computer-aided system for breast lesion classification and grading using novel radio frequency time series approach 使用新型射频时间序列方法增强乳腺病变分类和分级的计算机辅助系统
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-10-01 DOI: 10.1016/j.bbe.2025.10.003
Elaheh Norouzi Ghehi , Ali Fallah , Saeid Rashidi , Maryam Mehdizadeh Dastjerdi

Objective

Breast cancer is the most common malignancy among women and leading cause of mortality. Accurate, non-invasive differentiation of benign and malignant lesions is a clinical priority to reduce unnecessary biopsies and enable timely treatment. Elastography and RF time series (RF TS) processing are effective ultrasound-based techniques for tissue characterization. To improve their accuracy, we introduced an innovative approach called RFTSDP (RF Time Series Dynamic Processing). In RFTSDP, data are recorded during mechanical stimulation, revealing tissue properties in RF echoes. Extracting relevant features enhances computer-aided methods and improves tissue classification and grading.

Materials and methods

An implement was developed to induce vibrations at different frequencies. Data were collected from ex-vivo tissues embedded in normal mimicking phantoms. Raw focused, raw, and beamformed ultrafast data were recorded under no stimulation, constant force, and various vibrational stimulations using the Supersonic Imaging Aixplorer ultrasound system. Features were extracted from each RF TS across the time, time–frequency, spectral, and non-linear domains. Multiple classifiers were evaluated, among which support vector machines with different kernels achieved the best results.

Results

Beyond the classification of cancerous versus non-cancerous tissue, we also classified different cancerous lesion types and graded invasive ductal carcinoma. The best results were achieved with beamformed ultrafast data under 65 Hz vibrational stimulation. The mean classification accuracies for 2-, 3-, and 5-class were 99.78 %, 99.06 % and 99.32 %, respectively.

Conclusions

The outcomes affirm that applying vibration, particularly at an optimal frequency, enhances breast tissue classification. The proposed method demonstrated efficacy not only in distinguishing between cancerous and non-cancerous lesions but also in grading cancerous tissues.
目的乳腺癌是妇女中最常见的恶性肿瘤,也是导致死亡的主要原因。准确、无创地鉴别良恶性病变是减少不必要的活检和及时治疗的临床重点。弹性成像和射频时间序列(RF TS)处理是有效的基于超声的组织表征技术。为了提高它们的精度,我们引入了一种称为RFTSDP (RF时间序列动态处理)的创新方法。在RFTSDP中,在机械刺激过程中记录数据,揭示射频回波中的组织特性。提取相关特征增强了计算机辅助方法,改进了组织分类和分级。材料和方法研制了一种装置来诱导不同频率的振动。数据收集自植入正常模拟模型的离体组织。使用超声成像aiexplorer超声系统,在无刺激、恒力和各种振动刺激下记录原始聚焦、原始和波束形成的超快数据。从每个RF TS中提取时间、时频、频谱和非线性域的特征。对多个分类器进行了评价,其中具有不同核的支持向量机获得了最好的分类效果。结果除了癌组织与非癌组织的分类外,我们还对浸润性导管癌进行了不同类型和分级的分类。在65 Hz的振动刺激下,波束形成的超快数据获得了最好的结果。2类、3类和5类的平均分类准确率分别为99.78%、99.06%和99.32%。结论应用振动,特别是在最佳频率下,可以增强乳腺组织分类。所提出的方法不仅在区分癌性和非癌性病变方面有效,而且在癌性组织分级方面也有效。
{"title":"Enhanced computer-aided system for breast lesion classification and grading using novel radio frequency time series approach","authors":"Elaheh Norouzi Ghehi ,&nbsp;Ali Fallah ,&nbsp;Saeid Rashidi ,&nbsp;Maryam Mehdizadeh Dastjerdi","doi":"10.1016/j.bbe.2025.10.003","DOIUrl":"10.1016/j.bbe.2025.10.003","url":null,"abstract":"<div><h3>Objective</h3><div>Breast cancer is the most common malignancy among women and leading cause of mortality. Accurate, non-invasive differentiation of benign and malignant lesions is a clinical priority to reduce unnecessary biopsies and enable timely treatment. Elastography and RF time series (RF TS) processing are effective ultrasound-based techniques for tissue characterization. To improve their accuracy, we introduced an innovative approach called RFTSDP (RF Time Series Dynamic Processing). In RFTSDP, data are recorded during mechanical stimulation, revealing tissue properties in RF echoes. Extracting relevant features enhances computer-aided methods and improves tissue classification and grading.</div></div><div><h3>Materials and methods</h3><div>An implement was developed to induce vibrations at different frequencies. Data were collected from ex-vivo tissues embedded in normal mimicking phantoms. Raw focused, raw, and beamformed ultrafast data were recorded under no stimulation, constant force, and various vibrational stimulations using the Supersonic Imaging Aixplorer ultrasound system. Features were extracted from each RF TS across the time, time–frequency, spectral, and non-linear domains. Multiple classifiers were evaluated, among which support vector machines with different kernels achieved the best results.</div></div><div><h3>Results</h3><div>Beyond the classification of cancerous versus non-cancerous tissue, we also classified different cancerous lesion types and graded invasive ductal carcinoma. The best results were achieved with beamformed ultrafast data under 65 Hz vibrational stimulation. The mean classification accuracies for 2-, 3-, and 5-class were 99.78 %, 99.06 % and 99.32 %, respectively.</div></div><div><h3>Conclusions</h3><div>The outcomes affirm that applying vibration, particularly at an optimal frequency, enhances breast tissue classification. The proposed method demonstrated efficacy not only in distinguishing between cancerous and non-cancerous lesions but also in grading cancerous tissues.</div></div>","PeriodicalId":55381,"journal":{"name":"Biocybernetics and Biomedical Engineering","volume":"45 4","pages":"Pages 655-668"},"PeriodicalIF":6.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145416928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Biocybernetics and Biomedical Engineering
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