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Active Machine Learning for Pre-procedural Prediction of Time-Varying Boundary Condition After Fontan Procedure Using Generative Adversarial Networks 利用生成式对抗网络,在手术前预测方坦手术后的时变边界条件的主动机器学习。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-31 DOI: 10.1007/s10439-024-03640-8
Wenyuan Song, David Frakes, Lakshmi Prasad Dasi

The Fontan procedure is the definitive palliation for pediatric patients born with single ventricles. Surgical planning for the Fontan procedure has emerged as a promising vehicle toward optimizing outcomes, where pre-operative measurements are used prospectively as post-operative boundary conditions for simulation. Nevertheless, actual post-operative measurements can be very different from pre-operative states, which raises questions for the accuracy of surgical planning. The goal of this study is to apply machine leaning techniques to describing pre-operative and post-operative vena caval flow conditions in Fontan patients in order to develop predictions of post-operative boundary conditions to be used in surgical planning. Based on a virtual cohort synthesized by lumped-parameter models, we proposed a novel diversity-aware generative adversarial active learning framework to successfully train predictive deep neural networks on very limited amount of cases that are generally faced by cardiovascular studies. Results of 14 groups of experiments uniquely combining different data query strategies, metrics, and data augmentation options with generative adversarial networks demonstrated that the highest overall prediction accuracy and coefficient of determination were exhibited by the proposed method. This framework serves as a first step toward deep learning for cardiovascular flow prediction/regression with reduced labeling requirements and augmented learning space.

丰坦(Fontan)手术是治疗先天性单心室小儿患者的最终方法。丰坦手术的手术规划是优化手术效果的有效手段,术前测量结果可作为术后模拟的边界条件。然而,实际术后测量结果可能与术前状态大相径庭,这就对手术规划的准确性提出了质疑。本研究的目的是应用机器精益技术来描述丰坦患者术前和术后的腔静脉血流状况,从而对手术规划中使用的术后边界条件进行预测。基于由整块参数模型合成的虚拟队列,我们提出了一种新颖的多样性感知生成式对抗主动学习框架,在心血管研究通常面临的非常有限的病例上成功地训练了预测性深度神经网络。14 组实验将不同的数据查询策略、指标和数据增强选项与生成式对抗网络独特地结合在一起,结果表明所提出的方法具有最高的整体预测准确性和决定系数。该框架是深度学习用于心血管血流预测/回归的第一步,降低了标记要求,扩大了学习空间。
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引用次数: 0
Simulating Pelvis Kinematics from Belt and Seat Loading in Frontal Car Crash Scenarios: Important Boundary Conditions that Influence the Outcome. 模拟汽车正面碰撞场景中腰带和座椅负载对骨盆运动学的影响:影响结果的重要边界条件。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-28 DOI: 10.1007/s10439-024-03631-9
Erik Brynskog, Johan Iraeus, Bengt Pipkorn, Johan Davidsson

Purpose: The risk of submarining during automotive crashes, defined by the lap belt sliding off the pelvis to load the abdomen, is predicted to increase in future autonomous vehicles as greater variation in seating position is enabled. Biofidelic tools are required to efficiently design and evaluate new and/or improved safety systems. This study aims to evaluate the pelvis response sensitivity to variations in boundary conditions that directly influence the pelvis loads, deemed important for the submarining outcome, to facilitate a more precise comparison between finite element human body models (FE-HBMs) and post-mortem human subjects (PMHSs).

Methods: A parameter study, using a one-variable-at-a-time analysis (low/high) of belt friction, seat friction, seat stiffness, and (on/off) for added belt bending stiffness, was performed using a state-of-the-art FE-HBM in four different test scenarios; one stationary, two sleds with upright occupant posture, and one sled with reclined occupant posture.

Results: In the stationary scenario, both belt friction and belt bending stiffness influenced the belt folding behavior, which consequently affected the belt-to-pelvis angle at submarining. In the sled scenarios, only seat friction was found to influence the pelvis kinematics and submarining outcome, with the most biofidelic response resulting from both the low (0.2) and high (0.5) friction coefficient depending on the scenario.

Conclusion: To reduce uncertainty in boundary conditions affecting the external pelvis loads and increase confidence in FE-HBM to PMHS comparisons, it is recommended that future experiments evaluate the PMHS to seat friction coefficient and that new belt modeling methods that accurately capture belt folding when interacting with soft tissues are developed.

目的:在汽车碰撞过程中,腹带从骨盆滑落到腹部,从而导致潜入的风险,预计在未来的自动驾驶汽车中,随着座椅位置的变化越来越大,潜入的风险也会增加。要有效地设计和评估新的和/或改进的安全系统,就需要生物保真工具。本研究旨在评估骨盆对直接影响骨盆载荷的边界条件变化的反应灵敏度,这些条件被认为对潜航结果非常重要,有助于在有限元人体模型(FE-HBM)和死后人体模型(PMHS)之间进行更精确的比较:在四种不同的测试场景中,使用最先进的有限元人体模型对安全带摩擦、座椅摩擦、座椅刚度和(开/关)附加安全带弯曲刚度进行了一次一变量分析(低/高),并进行了参数研究:在静止场景中,腰带摩擦和腰带弯曲刚度都会影响腰带的折叠行为,从而影响腰带在潜入水中与骨盆的夹角。在雪橇情景中,只有座椅摩擦力会影响骨盆运动学和潜入结果,根据不同情景,低摩擦系数(0.2)和高摩擦系数(0.5)会产生最符合生物特征的反应:为了减少影响骨盆外部载荷的边界条件的不确定性,并增加 FE-HBM 与 PMHS 比较的可信度,建议在未来的实验中评估 PMHS 与座椅的摩擦系数,并开发新的腰带建模方法,以准确捕捉腰带与软组织相互作用时的折叠情况。
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引用次数: 0
Lumbar Spine Orientation Affects Compressive Fracture Outcome. 腰椎方向对压缩性骨折结果的影响
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-25 DOI: 10.1007/s10439-024-03604-y
Rachel Cutlan, Muhammad Khokhar, Nader Shammout, Alok S Shah, Lance Frazer, Narayan Yoganandan, Barry S Shender, James Sheehy, Glenn Paskoff, Daniel Nicolella, Timothy Bentley, Saman Shabani, Brian D Stemper

Purpose: Understanding how spinal orientation affects injury outcome is essential to understand lumbar injury biomechanics associated with high-rate vertical loading.

Methods: Whole-column human lumbar spines (T12-L5) were dynamically loaded using a drop tower to simulate peak axial forces associated with high-speed aircraft ejections and helicopter crashes. Spines were allowed to maintain natural lordotic curvature for loading, resulting in a range of orientations. Pre-test X-rays were used to quantify specimen orientation at the time of loading. Primary fracture types were identified (wedge, n = 6; burst, n = 4; hyperextension, n = 4) and compared for loading parameters and lumbar orientation.

Results: Fracture type was dependent on peak acceleration, bending moment, Cobb angle, sagittal spinal tilt, and location of the applied load.

Conclusions: Lumbar spine orientation under high-rate axial acceleration affected the resulting fracture type. Analysis of pre-test X-rays revealed that spines that sustained wedge and burst fractures were oriented straighter at the time of loading. The load was applied centrally to T12 in spines with burst fractures, and anteriorly to T12 in spines with wedge fractures. Spines that sustained hyperextension fracture had lower peak accelerations, larger Cobb angles at the time of loading, and sustained larger extension moments. Fracture presentation is an important and understudied factor that influences biomechanical stability, clinical course, and long-term patient outcomes.

目的:了解脊柱方向如何影响损伤结果对于了解与高速垂直负载相关的腰椎损伤生物力学至关重要:方法:使用落塔对全柱人体腰椎(T12-L5)进行动态加载,以模拟与高速飞机弹射和直升机坠毁相关的峰值轴向力。脊柱在加载过程中保持自然的弧度,从而产生一系列方向。测试前的 X 射线用于量化加载时的试样方向。确定了主要骨折类型(楔形,n = 6;爆裂,n = 4;过伸,n = 4),并对加载参数和腰椎方向进行了比较:结果:骨折类型取决于峰值加速度、弯矩、Cobb角、脊柱矢状倾角和施加负荷的位置:结论:在高速轴向加速度作用下,腰椎方向会影响骨折类型。对测试前X光片的分析表明,发生楔形骨折和爆裂性骨折的脊柱在加载时方向较直。在爆裂性骨折的脊柱中,载荷作用在T12的中心位置,而在楔形骨折的脊柱中,载荷作用在T12的前方。发生过伸骨折的脊柱的峰值加速度较低,加载时的Cobb角较大,并承受了较大的伸展力矩。骨折表现是影响生物力学稳定性、临床过程和患者长期预后的一个重要因素,但对其研究不足。
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引用次数: 0
An In vivo Pilot Study to Estimate the Swelling of the Aneurysm Wall Rabbit Model Generated with Pulsed Fluid Against the Aneurysm Wall. 体内试验研究:评估脉冲流体冲击动脉瘤壁导致动脉瘤壁膨胀的兔子模型。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-22 DOI: 10.1007/s10439-024-03633-7
Guillaume Plet, Jolan Raviol, Jean-Baptiste Langlois, Salim Si-Mohamed, Hélène Magoariec, Cyril Pailler-Mattei

Purpose: This study addresses the critical issue of evaluating the risk of rupture of unruptured intracranial aneurysms (UIAs) through the assessment of the mechanical properties of the aneurysm wall. To achieve this, an original approach based on the development of an in vivo deformation device prototype (DDP) of the vascular wall is proposed. The DDP operates by pulsing a physiological fluid onto the vascular wall and measuring the resulting deformation using spectral photon counting computed tomography (SPCCT) imaging.

Methods: In this preliminary study conducted on a rabbit animal model, an aneurysm was induced on the carotid artery, followed by deformation of the aneurysm sac wall using the DDP. The change in luminal volume of the aneurysm sac induced by the deformation of the vascular wall was then quantified.

Results: The initial experimental results demonstrated an increase in the luminal volume of the aneurysm sac in relation to the increased flow rate of the fluid pulsed by the DDP onto the arterial wall. Measurement of the pressure generated by the DDP in relation to the different flow rate values imposed by the pulsation system revealed experimental values of the same order of magnitude as dynamic blood pressure. Furthermore, theoretical pressure values on the deformed area, calculated using Euler's theorem, appeared to be correlated with experimental pressure measurements.

Conclusion: This equivalence between theory and experiment is a key element in the use of the DDP for estimating the mechanical properties of the vascular wall, particularly for the use of finite element models to characterise the stress state of the deformed vascular wall. This preliminary work thus presents a novel, innovative, and promising approach for the evaluation and management of the risk of rupture of unruptured intracranial aneurysms.

目的:本研究通过评估动脉瘤壁的机械特性,解决了评估未破裂颅内动脉瘤(UIA)破裂风险的关键问题。为此,我们提出了一种基于体内血管壁变形装置原型(DDP)开发的新方法。DDP 的工作原理是将生理液体脉冲注入血管壁,并使用光谱光子计数计算机断层扫描(SPCCT)成像技术测量由此产生的变形:在这项对兔子动物模型进行的初步研究中,先在颈动脉上诱发动脉瘤,然后使用 DDP 对动脉瘤囊壁进行变形。然后对血管壁变形引起的动脉瘤囊腔容积变化进行量化:初步实验结果表明,动脉瘤囊腔容积的增加与 DDP 脉冲流体在动脉壁上流速的增加有关。根据脉动系统施加的不同流速值测量 DDP 产生的压力,发现实验值与动态血压的数量级相同。此外,使用欧拉定理计算的变形区域理论压力值似乎与实验压力测量值相关:理论与实验之间的等效性是使用 DDP 估算血管壁机械特性的关键因素,特别是在使用有限元模型描述变形血管壁的应力状态时。因此,这项初步工作为评估和管理未破裂颅内动脉瘤的破裂风险提供了一种新颖、创新和有前途的方法。
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引用次数: 0
Novel Bioreactor Design for Non-invasive Longitudinal Monitoring of Tissue-Engineered Heart Valves in 7T MRI and Ultrasound. 用于 7T 磁共振成像和超声波无创纵向监测组织工程心脏瓣膜的新型生物反应器设计
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-22 DOI: 10.1007/s10439-024-03632-8
Saurav Ranjan Mohapatra, Elena Rama, Maximillian P Werner, Tobias Call, Tanja Loewenberg, Alexander Loewen, Christian Apel, Fabian Kiessling, Stefan Jockenhoevel

The development of cardiovascular implants is abundant, yet their clinical adoption remains a significant challenge in the treatment of valvular diseases. Tissue-engineered heart valves (TEHV) have emerged as a promising solution due to their remodeling capabilities, which have been extensively studied in recent years. However, ensuring reproducible production and clinical translation of TEHV requires robust longitudinal monitoring methods.Cardiovascular magnetic resonance imaging (MRI) is a non-invasive, radiation-free technique providing detailed valvular imaging and functional assessment. To facilitate this, we designed a state-of-the-art metal-free bioreactor enabling dynamic MRI and ultrasound imaging. Our compact bioreactor, tailored to fit a 72 mm bore 7 T MRI coil, features an integrated backflow design ensuring MRI compatibility. A pneumatic drive system operates the bioreactor, minimizing potential MRI interference. The bioreactor was digitally designed and constructed using polymethyl methacrylate, utilizing only polyether ether ketone screws for secure fastening. Our biohybrid TEHV incorporates a non-degradable polyethylene terephthalate textile scaffold with fibrin matrix hydrogel and human arterial smooth muscle cells.As a result, the bioreactor was successfully proven to be MRI compatible, with no blooming artifacts detected. The dynamic movement of the TEHVs was observed using gated MRI motion artifact compensation and ultrasound imaging techniques. In addition, the conditioning of TEHVs in the bioreactor enhanced ECM production. Immunohistology demonstrated abundant collagen, α-smooth muscle actin, and a monolayer of endothelial cells throughout the valve cusp. Our innovative methodology provides a physiologically relevant environment for TEHV conditioning and development, enabling accurate monitoring and assessment of functionality, thus accelerating clinical acceptance.

心血管植入物的发展十分迅速,但在临床应用中,瓣膜疾病的治疗仍面临巨大挑战。组织工程心脏瓣膜(TEHV)因其重塑能力而成为一种前景广阔的解决方案,近年来已被广泛研究。心血管磁共振成像(MRI)是一种无创、无辐射的技术,可提供详细的瓣膜成像和功能评估。为此,我们设计了一种最先进的无金属生物反应器,可进行动态核磁共振成像和超声成像。我们的生物反应器结构紧凑,适合 72 毫米孔径的 7 T 磁共振线圈,采用集成回流设计,确保与磁共振成像兼容。生物反应器由气动驱动系统控制,最大程度地减少了核磁共振成像的潜在干扰。生物反应器采用聚甲基丙烯酸甲酯进行数字化设计和制造,仅使用聚醚醚酮螺钉进行安全紧固。我们的生物混合 TEHV 将不可降解的聚对苯二甲酸乙二醇酯织物支架与纤维蛋白基质水凝胶和人类动脉平滑肌细胞结合在一起。利用选通磁共振成像运动伪影补偿和超声成像技术,观察了 TEHV 的动态运动。此外,在生物反应器中对 TEHV 进行调理可增强 ECM 的生成。免疫组织学显示,整个瓣膜尖部有大量胶原蛋白、α-平滑肌肌动蛋白和单层内皮细胞。我们的创新方法为 TEHV 的调理和开发提供了一个生理相关的环境,能够对功能进行准确的监测和评估,从而加快临床应用。
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引用次数: 0
Cartilage Tissue Engineering in Multilayer Tissue Regeneration. 多层组织再生中的软骨组织工程。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-14 DOI: 10.1007/s10439-024-03626-6
Hilal Yilmaz, Israa F Abdulazez, Sevda Gursoy, Yagmur Kazancioglu, Cem Bulent Ustundag

The functional and structural integrity of the tissue/organ can be compromised in multilayer reconstructive applications involving cartilage tissue. Therefore, multilayer structures are needed for cartilage applications. In this review, we have examined multilayer scaffolds for use in the treatment of damage to organs such as the trachea, joint, nose, and ear, including the multilayer cartilage structure, but we have generally seen that they have potential applications in trachea and joint regeneration. In conclusion, when the existing studies are examined, the results are promising for the trachea and joint connections, but are still limited for the nasal and ear. It may have promising implications in the future in terms of reducing the invasiveness of existing grafting techniques used in the reconstruction of tissues with multilayered layers.

在涉及软骨组织的多层重建应用中,组织/器官的功能和结构完整性可能会受到影响。因此,软骨应用需要多层结构。在本综述中,我们研究了用于治疗气管、关节、鼻和耳等器官损伤的多层支架,包括多层软骨结构,但我们普遍认为它们在气管和关节再生方面具有潜在的应用价值。总之,从现有的研究来看,气管和关节连接方面的研究结果令人鼓舞,但鼻腔和耳部的研究结果仍然有限。未来,在减少用于多层组织重建的现有移植技术的侵入性方面,它可能会有很好的应用前景。
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引用次数: 0
Respiration-Induced Organ Motion Compensation: A Review. 呼吸引起的器官运动补偿:回顾。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-09 DOI: 10.1007/s10439-024-03630-w
Samuel Wilcox, Zhefeng Huang, Jay Shah, Xiaofeng Yang, Yue Chen

Purpose: Motion of organs in the abdominal and thoracic cavity caused by respiration is a major issue that affects a wide range of clinical diagnoses or treatment outcomes, including radiotherapy, high-intensity focused ultrasound ablation, and many generalized percutaneous needle interventions. These motions pose significant challenges in accurately reaching the target even for the experienced clinician.

Methods: This review was conducted through comprehensive search on IEEE Explore, Google Scholar, and PubMed.

Results: Diverse methods have been proposed to compensate for this motion effect to enable effective surgical operations. This review paper aims to examine the current respiratory motion compensation techniques used across the clinical procedures of radiotherapy, high-intensity focused ultrasound, and percutaneous needle procedures.

Conclusion: The complexity of respiratory-induced organ motion and diversity of areas for which compensation can be applied allows for a variety of methods to be implemented. This review aims to serve as inspiration for the future development of new systems to achieve clinical relevance.

目的:由呼吸引起的腹腔和胸腔内脏器运动是一个重大问题,它影响着广泛的临床诊断或治疗效果,包括放射治疗、高强度聚焦超声消融和许多经皮穿刺针介入治疗。即使对于经验丰富的临床医生来说,这些运动也给准确到达目标带来了巨大挑战:本综述在 IEEE Explore、Google Scholar 和 PubMed 上进行了全面搜索:结果:人们提出了各种方法来补偿这种运动效应,以实现有效的外科手术。本综述旨在研究目前在放射治疗、高强度聚焦超声和经皮穿刺针手术等临床程序中使用的呼吸运动补偿技术:结论:呼吸引起的器官运动的复杂性和可应用补偿的领域的多样性使得各种方法得以实施。本综述旨在为未来开发新系统提供灵感,以实现临床实用性。
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引用次数: 0
Controlling Biomedical Devices Using Pneumatic Logic 利用气动逻辑控制生物医学设备。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-08 DOI: 10.1007/s10439-024-03628-4
Shane Hoang, Mabel Shehada, Konstantinos Karydis, Philip Brisk, William H. Grover

Many biomedical devices are powered and controlled by electrical components. These electronics add to the cost of a device (possibly making the device too expensive for use in resource-limited or point-of-care settings) and can also render the device unsuitable for use in some environments (for example, high-humidity areas such as incubators where condensation could cause electrical short circuits, ovens where electronic components may overheat, or explosive or flammable environments where electric sparks could cause serious accidents). In this work, we show that pneumatic logic can be used to power and control biomedical devices without the need for electricity or electric components. Originally developed for controlling microfluidic “lab-on-a-chip” devices, these circuits use microfluidic valves like transistors in air-powered logic “circuits.” We show that a modification to the basic valve design—adding additional air channels in parallel through the valve—creates a “high-flow” valve that is suitable for controlling a broad range of bioinstruments, not just microfluidics. As a proof-of-concept, we developed a high-flow pneumatic oscillator that uses five high-flow Boolean NOT gates arranged in a loop. Powered by a single constant vacuum source, the oscillator provides five out-of-phase pneumatic outputs that switch between vacuum and atmospheric pressure every 1.3 s. Additionally, a user can adjust the frequency of the oscillator by squeezing a bellows attached to one of the pneumatic outputs. We then used the pneumatic oscillator to power a low-cost 3D-printed laboratory rocker/shaker commonly used to keep blood products, cell cultures, and other heterogeneous samples in suspension. Our air-powered rocker costs around $12 USD to build and performs as well as conventional electronic rockers that cost $1000 USD or more. This is the first of many biomedical devices that can be made cheaper and safer using pneumatic logic.

许多生物医学设备都由电子元件供电和控制。这些电子元件增加了设备的成本(可能会使设备过于昂贵,无法在资源有限或护理点环境中使用),还可能使设备不适合在某些环境中使用(例如,高湿度区域,如培养箱,冷凝水可能会导致电路短路;烤箱,电子元件可能会过热;易爆或易燃环境,电火花可能会导致严重事故)。在这项工作中,我们展示了气动逻辑可用于供电和控制生物医学设备,而无需电力或电气元件。这些电路最初是为控制微流控 "片上实验室 "设备而开发的,在气动逻辑 "电路 "中使用微流控阀门,就像使用晶体管一样。我们的研究表明,对基本阀门设计进行修改--在阀门中并行添加额外的空气通道--可创造出一种 "大流量 "阀门,不仅适用于微流控,还适用于控制各种生物仪器。作为概念验证,我们开发了一种高流量气动振荡器,它使用五个高流量布尔 NOT 栅极构成一个回路。此外,用户还可以通过挤压连接到其中一个气动输出端的风箱来调节振荡器的频率。然后,我们利用气动振荡器为低成本的 3D 打印实验室摇杆/振动器提供动力,这种摇杆/振动器通常用于保持血液制品、细胞培养物和其他异质样品的悬浮状态。我们的气动摇杆制造成本约为 12 美元,性能却不亚于售价 1000 美元或更高的传统电子摇杆。这是利用气动逻辑制造更便宜、更安全的众多生物医学设备中的第一个。
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引用次数: 0
Validation of Markerless Motion Capture for Soldier Movement Patterns Assessment Under Varying Body-Borne Loads. 验证无标记运动捕捉技术,以评估不同体载负荷下士兵的运动模式。
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-07 DOI: 10.1007/s10439-024-03622-w
Isabel Coll, Matthew P Mavor, Thomas Karakolis, Ryan B Graham, Allison L Clouthier

Field performance of modern soldiers is affected by an increase in body-borne load due to technological advancements related to their armour and equipment. In this project, the Theia3D markerless motion capture system was compared to the marker-based gold standard for capturing movement patterns of participants wearing various body-borne loads. The aim was to estimate lower body joint kinematics, gastrocnemius lateralis and medialis muscle activation patterns, and lower body joint reaction forces from the two motion capture systems. Data were collected on 16 participants performing three repetitions of walking and running under four body-borne load conditions by both motion capture systems simultaneously. A complete musculoskeletal analysis was completed in OpenSim. Strong correlations ( r > 0.8 ) and acceptable differences were observed between the kinematics of the marker-based and markerless systems. Timing of muscle activations of the gastrocnemius lateralis and medialis, as estimated through OpenSim from both systems, agreed with the ones measured using electromyography. Joint reaction force results showed a very strong correlation ( r > 0.9 ) between the systems; however, the markerless model estimated greater joint reaction forces when compared the marker-based model due to differences in muscle recruitment strategy. Overall, this research highlights the potential of markerless motion capture to track participants wearing body-borne loads.

由于装甲和装备方面的技术进步,现代士兵的实战表现受到身体承载负荷增加的影响。在本项目中,Theia3D 无标记运动捕捉系统与基于标记的黄金标准进行了比较,以捕捉佩戴各种身体承载负荷的参与者的运动模式。目的是估算两种运动捕捉系统的下半身关节运动学、腓肠肌外侧肌和内侧肌激活模式以及下半身关节反作用力。两个运动捕捉系统同时收集了 16 名参与者在四种身体承载负荷条件下重复三次行走和跑步的数据。在 OpenSim 中完成了完整的肌肉骨骼分析。基于标记和无标记系统的运动学之间存在很强的相关性(r > 0.8)和可接受的差异。通过 OpenSim 从两个系统估算出的腓肠肌外侧和内侧肌肉激活时间与肌电图测量的时间一致。关节反作用力结果显示,两个系统之间存在很强的相关性(r > 0.9);但是,与基于标记的模型相比,无标记模型估计的关节反作用力更大,这是因为肌肉募集策略不同。总之,这项研究强调了无标记运动捕捉在追踪承受身体负荷的参与者方面的潜力。
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引用次数: 0
How Shell Add-On Products Influence Varsity Football Helmet Performance? 壳体附加产品如何影响校队足球头盔的性能?
IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-02 DOI: 10.1007/s10439-024-03627-5
Nicole E.-P. Stark, Mark T. Begonia, Caitlyn Jung, Steven Rowson

Purpose

The study purpose was to investigate the laboratory-based performance of three commercially available shell add-on products under varsity-level impact conditions.

Methods

Pendulum impact tests were conducted at multiple locations (front, front boss, rear, side) and speeds (3.1, 4.9, 6.4 m/s) using two helmet models. Tests were performed with a single add-on configuration for baseline comparisons and a double add-on configuration to simulate collisions with both players wearing shell add-ons. A linear mixed-effect model was used to evaluate peak linear acceleration (PLA), peak rotational acceleration (PRA), and concussion risk, which was calculated from a bivariate injury risk function, based on shell add-on and test configuration.

Results

All shell add-ons decreased peak head kinematics and injury risk compared to controls, with the Guardian NXT producing the largest reductions (PLA: 7.9%, PRA: 14.1%, Risk: 34.1%) compared to the SAFR Helmet Cover (PLA: 4.5%, PRA: 9.3%, Risk: 24.7%) and Guardian XT (PLA: 3.2%, PRA: 5.0%, Risk: 15.5%). The same trend was observed in the double add-on test configuration. However, the Guardian NXT (PLA: 17.1%; PRA: 11.5%; Risk: 62.8%) and SAFR Helmet Cover (PLA: 12.2%; PRA: 9.1%; Risk: 52.2%) produced larger reductions in peak head kinematics and injury risk than the Guardian XT (PLA: 5.7%, PRA: 2.2%, Risk: 21.8%).

Conclusion

In laboratory-based assessments that simulated varsity-level impact conditions, the Guardian NXT was associated with larger reductions in PLA, PRA, and injury risk compared to the SAFR Helmet Cover and Guardian XT. Although shell add-ons can enhance head protection, helmet model selection should be prioritized.

目的:本研究的目的是调查三种市售外壳附加件产品在实验室条件下的撞击性能:方法:使用两种头盔模型,在多个位置(前部、前上部、后部、侧面)和速度(3.1、4.9、6.4 米/秒)下进行摆锤式撞击测试。测试使用单附加装置配置进行基线比较,使用双附加装置配置模拟两名运动员同时佩戴附加装置的碰撞。采用线性混合效应模型来评估峰值线性加速度(PLA)、峰值旋转加速度(PRA)和脑震荡风险:与对照组相比,所有附加外壳都降低了头部运动学峰值和受伤风险,与 SAFR 头盔罩(PLA:4.5%,PRA:9.3%,风险:24.7%)和 Guardian XT(PLA:3.2%,PRA:5.0%,风险:15.5%)相比,Guardian NXT 的降低幅度最大(PLA:7.9%,PRA:14.1%,风险:34.1%)。在双附加测试配置中也观察到了同样的趋势。然而,Guardian NXT(PLA:17.1%;PRA:11.5%;风险:62.8%)和 SAFR 头盔罩(PLA:12.2%;PRA:9.1%;风险:52.2%)与 Guardian XT(PLA:5.7%;PRA:2.2%;风险:21.8%)相比,头部运动学峰值和受伤风险的降低幅度更大:结论:在实验室模拟撞击条件的评估中,与 SAFR 头盔罩和 Guardian XT 相比,Guardian NXT 在 PLA、PRA 和受伤风险方面的降低幅度更大。虽然外壳附加物可以增强头部保护,但头盔型号的选择应优先考虑。
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Annals of Biomedical Engineering
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