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Advances in wound healing: physiology, complications, the role of oxygen and innovative treatment strategies enhancing oxygenation 伤口愈合的进展:生理学,并发症,氧的作用和创新的治疗策略增强氧合
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2026-01-01 DOI: 10.1016/j.bbe.2025.12.001
Monika Drabik, Ludomira H. Granicka
The skin is an important organ of our bodies, and its ability to restore its function after injury is crucial. Wound healing is a complex, multi-stage process that restores the integrity and function of damaged tissues. Unfortunately, due to the process’s complexity, there is no ideal treatment to enhance the process and reduce scarring. Oxygen is essential for various energy-dependent cellular activities involved in repair, such as immune responses, collagen synthesis, and angiogenesis. Chronic wounds, such as diabetic foot ulcers and pressure ulcers, often result from an imbalance between oxygen supply and demand at the wound site. Understanding the role of oxygen in wound healing is essential for developing effective therapeutic strategies to address hypoxia-related impairments in the healing process. This article highlights the informaftion, including (i) the function of the skin, (ii) the skin tissue wound healing process, (iii) the role of oxygen in wound healing, and (iv) strategies to improve oxygenation. We highlight the advances in wound treatment therapies and the potential benefits and limitations of supplemental oxygen strategies, including hyperbaric oxygen therapy and oxygen-releasing dressings.
皮肤是我们身体的一个重要器官,它在受伤后恢复功能的能力至关重要。伤口愈合是一个复杂的,多阶段的过程,恢复受损组织的完整性和功能。不幸的是,由于过程的复杂性,没有理想的治疗方法来增强过程和减少疤痕。氧对于参与修复的各种能量依赖性细胞活动是必不可少的,如免疫反应、胶原合成和血管生成。慢性伤口,如糖尿病足溃疡和压疮,通常是由于伤口部位氧气供应和需求不平衡造成的。了解氧在伤口愈合中的作用对于制定有效的治疗策略来解决愈合过程中与缺氧相关的损伤是必不可少的。本文重点介绍了这些信息,包括(i)皮肤的功能,(ii)皮肤组织伤口愈合过程,(iii)氧气在伤口愈合中的作用,以及(iv)改善氧合的策略。我们强调了伤口治疗疗法的进展以及补充氧策略的潜在益处和局限性,包括高压氧治疗和氧气释放敷料。
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引用次数: 0
A multi-scale spatiotemporal learning framework for Parkinsonian gait analysis 帕金森步态分析的多尺度时空学习框架
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2026-01-01 DOI: 10.1016/j.bbe.2025.12.004
Jiangtao Wang , Zhenjie Hou , En Lin , Xing Li , JiuZhen Liang , Xinwen Zhou
Patients with Parkinson’s disease typically exhibit varying degrees of motor impairment, and gait analysis can reveal underlying movement patterns, facilitating accurate diagnosis and severity assessment. However, existing methods often struggle to effectively extract local features from multi-sensor signals. In addition, attention mechanisms that operate solely in the time domain are insufficient for capturing the latent discriminative information embedded in complex gait signals, and they also face challenges in modeling global temporal dynamics.To address these issues, we propose a novel gait analysis model named PASgait. The model comprises three functional modules: the Parallel Convolutional Feature Extractor Module (PCFEM), which independently models each sensor signal to enhance the representation of local features; the Adaptive Frequency Attention Module (AFAM), which integrates discrete cosine transform and learnable frequency-domain filters, and feeds frequency-domain attention back into the original time domain via inverse transformation, thereby enriching feature representation; and the Sparse-Aware Gait Encoder (SAGE), which incorporates a sparse attention mechanism and positional encoding to strengthen the modeling of global temporal dependencies.The synergy of these modules significantly improves the model’s ability to capture complex gait dynamics and enhances its discriminative performance. In Parkinson’s disease diagnosis and severity assessment tasks, PASgait achieved accuracies of 97.0% and 87.9%, respectively, outperforming existing mainstream methods and demonstrating strong potential for clinical decision support.
帕金森病患者通常表现出不同程度的运动障碍,步态分析可以揭示潜在的运动模式,促进准确的诊断和严重程度评估。然而,现有的方法往往难以有效地从多传感器信号中提取局部特征。此外,仅在时域运行的注意机制不足以捕获复杂步态信号中隐含的潜在判别信息,并且在建模全局时间动态方面也面临挑战。为了解决这些问题,我们提出了一种新的步态分析模型——PASgait。该模型包括三个功能模块:并行卷积特征提取模块(PCFEM),该模块独立建模每个传感器信号以增强局部特征的表示;采用离散余弦变换和可学习频域滤波器相结合的自适应频域注意模块(AFAM),通过逆变换将频域注意反馈回原时域,丰富特征表征;稀疏感知步态编码器(SAGE),结合稀疏注意机制和位置编码来加强全局时间依赖性的建模。这些模块的协同作用显著提高了模型捕捉复杂步态动力学的能力,增强了模型的判别性能。在帕金森病的诊断和严重程度评估任务中,PASgait的准确率分别达到97.0%和87.9%,优于现有的主流方法,显示出强大的临床决策支持潜力。
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引用次数: 0
Monitoring stroke volume continuously and autonomously using an epicardial accelerometer 使用心外膜加速度计连续自主监测脑卒中量
IF 6.6 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2026-01-01 DOI: 10.1016/j.bbe.2026.01.001
Vetle Christoffer Frostelid , Lars-Egil R. Hammersboen , Manuel Villegas-Martinez , Fred-Johan Pettersen , Ole Jakob Elle , Per Steinar Halvorsen , Espen W. Remme
The incorporation of miniaturised accelerometers into cardiac implants used in current clinical practice endows access to continuous measurement of heart wall motion and vibrations which may be used to monitor cardiac function without additional risk to patient safety. In this work the path length travelled throughout a heartbeat by an accelerometer attached to the lateral epicardium of the left ventricle is presented as a surrogate for stroke volume, a fundamental parameter of cardiac function. A strong correlation was found between path length and stroke volume in experimental animal data (n=13). Additionally, mathematical models for path length and stroke volume were derived using physiological and geometrical principles, and validated against a measured ground truth. Using the models, path length and stroke volume were both shown to respond similarly to changes in the size of the left ventricle and its contraction, further supporting and explaining the link between the two. The theoretical and empirical evidence presented therefore supports the use of epicardially attached accelerometers for continuous and autonomous monitoring of stroke volume, encouraging further development of epicardial motion sensors for the purpose of clinical or remote assessment of cardiac function.
在目前的临床实践中,将微型加速度计集成到心脏植入物中,可以连续测量心脏壁的运动和振动,这可以用来监测心脏功能,而不会对患者安全造成额外的风险。在这项工作中,通过附着在左心室外侧心外膜上的加速计,通过心跳传播的路径长度被提出作为卒中容量的替代品,卒中容量是心功能的基本参数。实验动物数据显示路径长度与脑卒中量之间存在很强的相关性(n=13)。此外,利用生理学和几何原理推导出路径长度和冲程体积的数学模型,并根据测量的真实情况进行验证。使用这些模型,路径长度和中风量都显示出对左心室大小及其收缩的变化有相似的反应,进一步支持和解释了两者之间的联系。因此,提出的理论和经验证据支持心外膜附着加速度计用于连续和自主监测脑卒中容量,鼓励进一步开发心外膜运动传感器,用于临床或远程心功能评估。
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引用次数: 0
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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Biocybernetics and Biomedical Engineering
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