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Design and Validation of a Novel Hand Worn Sensor for Assessment of Dexterity in Neurological Conditions 设计和验证用于评估神经系统疾病患者灵活性的新型手戴式传感器
Pub Date : 2024-01-27 DOI: 10.1115/1.4064583
Conor Hayden, Deirdre Murray, Dermot Geraghty, D. Meldrum, Orla Hardiman, Bruce Murphy
Sensitive measurement of hand dexterity is important in many neurological conditions such as Stroke, Parkinson's Disease or Amyotrophic Lateral Sclerosis. Current multi-item rating scales and performance-based tests lack sensitivity and contain subjective biases. This paper presents the design and validation of an objective, novel hand worn dexterity measurement device that digitises the Finger Tapping Test (FTT), a widely used test in neurological practice. The device was designed to address predefined user needs and design requirements. It comprises two distinct sections, a mechanical system which attaches to a participant's thumb and index finger and an electronic system which captures/transmits data to a secure cloud storage. The accuracy (for four devices) was validated by plotting the known displacements against the calculated displacements, which returned slopes approximately equal to one. A maximum extension force of 0.51 N was required to extend the cord to 200 mm extension. Clinical testing was carried out on a small sample of heathy people (n=3) and people with Amyotrophic Lateral Sclerosis (n=3). Clean datasets were produced from participant's raw data graphs, from which, new features describing a participant's FTT were extracted. The proposed dexterity device digitises the FTT and provides clean, accurate, sensitive and reliable data
对于中风、帕金森病或肌萎缩侧索硬化症等多种神经系统疾病而言,灵敏地测量手部灵活性非常重要。目前的多项目评分量表和基于表现的测试缺乏灵敏度,且存在主观偏差。本文介绍了一种客观、新颖的手部灵巧性测量设备的设计和验证,该设备将神经学实践中广泛使用的手指敲击测试(FTT)数字化。该设备的设计旨在满足预定义的用户需求和设计要求。它由两个不同的部分组成,一个是安装在受测者拇指和食指上的机械系统,另一个是将数据采集/传输到安全云存储的电子系统。通过绘制已知位移与计算位移的对比图,验证了(四个装置的)准确性,计算结果的斜率约等于 1。将脐带拉伸到 200 毫米所需的最大拉伸力为 0.51 牛。对少数健康人(3 人)和肌萎缩侧索硬化症患者(3 人)进行了临床测试。从参与者的原始数据图表中生成了干净的数据集,并从中提取了描述参与者外脚趾灵活性的新特征。拟议中的灵巧装置可将 FTT 数字化,并提供干净、准确、灵敏和可靠的数据
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引用次数: 0
Electronics-Free Soft Robotic Knee Brace for Dynamic Unloading During Gait for Knee Osteoarthritis: A Proof-of-Concept Study 用于膝骨关节炎步态过程中动态卸载的无电子软机器人膝关节支架:概念验证研究
Pub Date : 2023-12-12 DOI: 10.1115/1.4064249
Amanda Johnson, Run Ze Gao, Kendal Marriott, Clark R. Dickerson, Monica Maly, Carolyn Ren
We present a novel electronics-free soft robotic knee brace which employs a closed-loop fluidic regenerative (CLFR) system for dynamic unloading in unicompartmental tibiofemoral osteoarthritis (OA). The existing dynamic unloaders are bulky and heavy largely and have low compliance likely due to the use of electrical control box, which is eliminated in the CLFR system. The system consists of a commercial unloading knee brace, a spring-loaded bellow inserted under the heel inside a shoe, a soft-fluidic actuator (bladder), and tubing for fluid transfer. Its novelty lies in the fact that the user's body weight (self-powered) compresses the bellow to provide energy to inflate the air bladder placed at the knee. As a result, the yielded pressure unloads the undesirable forces due to knee OA during the stance phase of gait while strategically applying no forces during the swing phase. The knee bladder contact pressure/force, the system response time, and the durability were evaluated via contact pressure measurements for six systems with varying bellow volumes and either pneumatic or hydraulic configurations. All systems produced safe pressure outputs for human skin within a tested bodyweight range of 60-90 kg. Pneumatic and hydraulic systems achieved 250 ms and 400 ms pressurization response times, respectively. During cyclic loading, pneumatic and hydraulic systems demonstrated less than 1% and ~10% pressure loss, respectively. Overall, the CLFR system created a promising electronics-free solution for dynamically unloading the knee during gait, indicating a potential new paradigm for knee braces.
我们介绍了一种新型无电子装置软机器人膝关节支架,它采用闭环流体再生(CLFR)系统,用于单髋关节骨关节炎(OA)的动态卸载。现有的动态卸载器体积大、重量重,而且顺应性低,这很可能是由于使用了电气控制盒,而 CLFR 系统取消了这一功能。该系统由一个商用卸荷膝关节支架、一个插入鞋内脚跟下方的弹簧加载波纹管、一个软流体致动器(膀胱)和用于流体传输的管道组成。其新颖之处在于,使用者的体重(自身动力)会压缩波纹管,为放置在膝盖处的气囊充气提供能量。因此,在步态阶段,产生的压力可以卸载膝关节 OA 所产生的不良力量,同时在摆动阶段不会产生任何力量。通过对六种具有不同波纹管容积和气动或液压配置的系统进行接触压力测量,对膝关节膀胱接触压力/力、系统响应时间和耐用性进行了评估。在 60-90 公斤的测试体重范围内,所有系统都能产生对人体皮肤安全的压力输出。气动和液压系统的加压响应时间分别为 250 毫秒和 400 毫秒。在循环加载过程中,气动和液压系统的压力损失分别小于 1%和 ~10%。总之,CLFR 系统为步态过程中膝关节的动态卸载提供了一种前景广阔的无电子解决方案,为膝关节支架的发展提供了一种潜在的新模式。
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引用次数: 0
Design, Development and Validation of a Smart Cochlear 3D-Printed Model to Train ENT Surgeons 设计、开发和验证用于培训耳鼻喉外科医生的智能耳蜗 3D 打印模型
Pub Date : 2023-11-18 DOI: 10.1115/1.4064064
Michala Dauterman, Anita Jeyakumar, Ishwor Gautam, Alisha Mahajan, Sahana Khanna, Ajay Mahajan
This paper presents a platform for self-learning of cochlear insertion using computer vision in a 3D surrogate model. Self-learning and practice experiences often improve the confidence associated with eventual real-world trials by novice medical trainees. This helps the trainees practice electrode insertion to minimize the effect of suboptimal electrode placement such as incomplete electrode insertion, electrode kinking, and electrode tip fold-over. Although existing mastoid fitting templates improve insertion trajectories, extensive training is still required. Current methods that use cadavers, virtual training, or physical models from reconstruction images are not good enough for training purposes. The model presented here simulates the dimensions, texture, and feel of inserting the electrode into the cochlea. Currently, the temporal bone is not included, hence it is not meant for practicing drilling and other procedures to access the cochlear. The insertion process is observed in real-time using a camera and a Graphical User Interface that not only shows the video feed, but also provides depth, trajectory, and speed measurements. In a trial conducted for medical trainees there was an overall improvement in all four metrics after they were trained on the hardware/software. There was a 14.20% improvement in insertion depth, 44.24% reduction in insertion speed, 52.90% reduction in back-outs, and a 64.89% reduction in kinks/fold-overs. The advantage of this model is that medical trainees can use it as many times as they like, as the whole set-up is easy, economical, and reusable.
本文介绍了一个利用计算机视觉在三维代理模型中进行人工耳蜗植入自学的平台。自学和实践经验往往能提高医学新手学员对最终真实世界试验的信心。这有助于受训者练习电极插入,以尽量减少电极插入不完全、电极扭结和电极尖端折叠等次优电极放置的影响。虽然现有的乳突拟合模板可以改善插入轨迹,但仍需要大量的培训。目前使用尸体、虚拟训练或从重建图像中提取物理模型的方法不足以达到训练目的。本文介绍的模型模拟了将电极插入耳蜗时的尺寸、质地和感觉。目前,该模型不包括颞骨,因此不能用于练习钻孔和其他进入耳蜗的程序。插入过程可通过摄像头和图形用户界面实时观察,该界面不仅能显示视频画面,还能提供深度、轨迹和速度测量值。在一项针对医学受训者的试验中,受训者接受硬件/软件培训后,所有四项指标均有全面提高。插入深度提高了 14.20%,插入速度降低了 44.24%,后退减少了 52.90%,扭结/折叠减少了 64.89%。这种模式的优点是,由于整个设置简单、经济,而且可以重复使用,因此医学学员可以随意多次使用。
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引用次数: 0
Using Smartphones for Clinical Assessment in Cervical Spondylotic Myelopathy a Feasibility Study. 使用智能手机进行脊髓型颈椎病临床评估的可行性研究。
IF 0.9 Pub Date : 2021-12-01 Epub Date: 2021-10-22 DOI: 10.1115/1.4052609
Julien Francisco Zaldivar-Jolissaint, François Lechanoine, Bernard Krummenacher, Rivus Ferreira Arruda, Lukas Bobinski, Emmanuel de Schlichting, John Michael Duff

Degenerative cervical myelopathy (DCM) is characterized by a progressive deterioration in spinal cord function. Its evaluation requires subjective clinical examination with wide interobserver variability. Objective quantification of spinal cord function remains imprecise, even though validated myelopathy-grading scales have emerged and are now widely used. We created a Smartphone Application, the N-Outcome App, with the aim of quantifying accurately and reliably spinal cord dysfunction using a 5-minute Test. A patient suffering from DCM was clinically evaluated before surgery, at 3 and 6 months follow-up after surgical decompression of the cervical spinal cord. Standard scores (Nurick grade, modified Japanese Orthopedic Association (mJOA) score) were documented at these time points. A 5-minute motor and proprioceptive performance test aided by a smartphone with the N-outcome App was also performed. Motor performance in rapid alternating movements and finger tapping improved in correlation with improvements in standard grading scale scores. Clinical improvements were seen in maximum reflex acceleration and in Romberg testing which showed less closed/open eyes variation, suggesting pyramidal and proprioceptive function recovery. We demonstrate that using the N-Outcome App as an adjunct to clinical evaluation of compressive myelopathy is feasible and potentially useful. The results correlate with the results of clinical assessment obtained by standard validated myelopathy scores.

退行性脊髓型颈椎病(DCM)以脊髓功能进行性恶化为特征。它的评价需要主观的临床检查和广泛的观察者之间的差异。脊髓功能的客观量化仍然不精确,即使有效的脊髓病分级量表已经出现,现在广泛使用。我们创建了一个智能手机应用程序,N-Outcome应用程序,目的是通过5分钟的测试准确可靠地量化脊髓功能障碍。对1例DCM患者术前、颈脊髓减压术后随访3个月和6个月进行临床评估。在这些时间点记录标准评分(Nurick评分,修改的日本骨科协会(mJOA)评分)。在带有N-outcome App的智能手机的辅助下,还进行了5分钟的运动和本体感觉性能测试。快速交替运动和手指敲击的运动表现与标准评分量表得分的提高相关。在最大反射加速和Romberg测试中观察到临床改善,闭/睁眼变化较少,表明锥体和本体感觉功能恢复。我们证明,使用N-Outcome App作为临床评估压缩性脊髓病的辅助手段是可行的,并且可能有用。结果与通过标准验证的脊髓病评分获得的临床评估结果相关。
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引用次数: 1
Apparatus for In Vivo Knee Laxity Assessment Using High-Speed Stereo Radiography. 高速立体放射摄影在体膝关节松弛度评估装置。
IF 0.9 Pub Date : 2021-12-01 Epub Date: 2021-09-10 DOI: 10.1115/1.4051834
Thor E Andreassen, Landon D Hamilton, Donald Hume, Sean E Higinbotham, Yashar Behnam, Chadd Clary, Kevin B Shelburne

Computational modeling is of growing importance in orthopedics and biomechanics as a tool to understand differences in pathology and predict outcomes from surgical interventions. However, the computational models of the knee have historically relied on in vitro data to create and calibrate model material properties due to the unavailability of accurate in vivo data. This work demonstrates the design and use of a custom device to quantify anterior-posterior (AP) and internal-external (IE) in vivo knee laxity, with an accuracy similar to existing in vitro methods. The device uses high-speed stereo radiography (HSSR) tracking techniques to accurately measure the resulting displacements of the femur, tibia, and patella bones during knee laxity assessment at multiple loads and knee flexion angles. The accuracy of the knee laxity apparatus was determined by comparing laxity data from two cadaveric specimens between the knee laxity apparatus and an existing in vitro robotic knee joint simulator. The accuracy of the knee laxity apparatus was within 1 mm (0.04 in.) for AP and 2.5 deg for IE. Additionally, two living subjects completed knee laxity testing to confirm the laboratory use of the novel apparatus. This work demonstrates the ability to use custom devices in HSSR to collect accurate data, in vivo, for calibration of computational models.

计算建模在骨科和生物力学中越来越重要,它是一种理解病理差异和预测手术干预结果的工具。然而,由于无法获得准确的体内数据,膝关节的计算模型一直依赖于体外数据来创建和校准模型材料特性。这项工作展示了定制设备的设计和使用,以量化体内前后(AP)和内外(IE)膝关节松弛,其准确性与现有的体外方法相似。该设备采用高速立体x线摄影(HSSR)跟踪技术,在多种负荷和膝关节屈曲角度下评估膝关节松弛时,精确测量股骨、胫骨和髌骨的位移。通过比较两具尸体标本的松弛数据,确定了膝关节松弛仪的准确性。膝关节松弛仪的精度AP在1毫米(0.04英寸)以内,IE在2.5度以内。此外,两名活着的受试者完成了膝关节松弛测试,以确认实验室使用这种新型仪器。这项工作证明了在HSSR中使用定制设备收集准确数据的能力,在体内,用于校准计算模型。
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引用次数: 2
A Conformable Two-Dimensional Resistance Temperature Detector for Measuring Average Skin Temperature. 一种测量平均皮肤温度的二维适形电阻温度检测器。
IF 0.9 Pub Date : 2021-09-01 Epub Date: 2021-07-08 DOI: 10.1115/1.4051442
Laura H Namisnak, Sepideh Khoshnevis, Kenneth R Diller

Thermoregulation research and various medical procedures are accomplished by manipulating skin temperature in a nonuniform pattern. Skin temperature monitoring is essential to assess conformance to protocol specifications and to prevent thermal injury. Existing solutions for skin temperature monitoring include single point sensors, such as thermocouples, and two-dimensional methods of sensing surface temperature, such as infrared thermography, and wearable technology. Single point sensors cannot detect the average temperature and consequently their measurements cannot be representative of average surface temperature in a nonuniform temperature field. Infrared thermography requires optical access, and existing ambulatory sensors may require complex manufacturing processes and impede the heat exchange with a source by including a structural substrate layer. Our solution is a two-dimensional resistance temperature detector (two-dimensional (2D) RTD) created by knitting copper magnet wire into custom shapes. The 2D RTDs were calibrated, compared to one-dimensional sensors and wearable sensors, and analyzed for hysteresis, repeatability, and surface area conformation. Resistance and temperature were correlated with an R2 of 0.99. The 2D RTD proved to be a superior device for measuring average skin temperature over a defined area exposed to a nonuniform temperature boundary in the absence of optical access such as when a full body thermal control garment is worn.

体温调节研究和各种医疗程序是通过在非均匀模式下操纵皮肤温度来完成的。皮肤温度监测对于评估是否符合协议规范和防止热损伤至关重要。现有的皮肤温度监测解决方案包括单点传感器,如热电偶,二维表面温度传感方法,如红外热成像,以及可穿戴技术。单点传感器不能检测平均温度,因此其测量结果不能代表非均匀温度场中的平均表面温度。红外热成像需要光学通道,现有的动态传感器可能需要复杂的制造工艺,并且通过包含结构基板层来阻碍与源的热交换。我们的解决方案是一种二维电阻温度检测器(二维(2D) RTD),它由铜磁铁线编织成定制的形状。将2D rtd与一维传感器和可穿戴传感器进行了对比,并对其进行了校正,分析了滞后、可重复性和表面积构象。电阻与温度相关系数R2为0.99。2D RTD被证明是一种优越的设备,用于在没有光学通道的情况下测量暴露于非均匀温度边界的特定区域的平均皮肤温度,例如当穿着全身热控制服时。
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引用次数: 2
Monocular Vision-Based Retinal Membrane Peeling With a Handheld Robot. 基于单目视觉的手持式视网膜膜剥离机器人。
IF 0.9 Pub Date : 2021-09-01 Epub Date: 2021-07-27 DOI: 10.1115/1.4051686
Yuqiao Han, Arpita Routray, Jennifer O Adeghate, Robert A MacLachlan, Joseph N Martel, Cameron N Riviere

Retinal membrane peeling requires delicate manipulation. The presence of the surgeon's physiological tremor, the high variability and often low quality of the ophthalmic image, and excessive forces make the tasks more challenging. Preventing unintended movement caused by tremor and unintentional forces can reduce membrane injury. With the use of an actively stabilized handheld robot, we employ a monocular camera-based surface reconstruction method to estimate the retinal plane and we propose the use of a virtual fixture with the application of a hard stop and motion scaling to improve control of the tool tip during delaminating in a laboratory simulation of retinal membrane peeling. A hard stop helps to limit downward force exerted on the surface. Motion scaling also improves the user's control of contact force when delaminating. We demonstrate a reduction of maximum force and maximum surface-penetration distance from the estimated retinal plane using the proposed technique.

视网膜膜剥离需要精细的操作。外科医生的生理性震颤的存在,高可变性和经常低质量的眼科图像,以及过度的力量使任务更具挑战性。防止因震颤和意外力引起的意外运动可以减少膜损伤。利用主动稳定的手持机器人,我们采用了一种基于单目相机的表面重建方法来估计视网膜平面,我们建议使用虚拟夹具,应用硬停止和运动缩放来改善实验室模拟视网膜膜剥离过程中对刀尖的控制。硬停止有助于限制施加在表面上的向下的力。运动缩放还提高了用户在分层时对接触力的控制。我们证明了最大的力和最大的表面穿透距离估计视网膜平面使用所提出的技术减少。
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引用次数: 4
Device Prototype for Vaginal Delivery of Extremely Preterm Fetuses in the Breech Presentation. 臀位分娩时阴道分娩极早产胎儿的装置原型。
IF 0.9 Pub Date : 2021-06-01 Epub Date: 2020-12-18 DOI: 10.1115/1.4049086
Mallory Whalen, Elizabeth Chang-Davidson, Terra Moran, Rachel Hoffman, Galit H Frydman, Alexander Slocum, Alissa Dangel

Vaginal delivery is typically avoided in the extremely preterm breech population due to the concern of entrapment by the cervix of the aftercoming head. A mechanical device concept is presented to enable vaginal delivery by preventing retraction of the cervix against the fetus during delivery. The two-part device was designed to dilate the cervix, prevent prolapse of small fetal parts and maintain sufficient dilation during delivery. The two-part device was designed and manufactured with the following modules: an inflatable saline-filled cervical balloon for dilation and a cervical retractor composed of semirigid beams to stabilize the cervix and maintain adequate dilation. The device was tested using a cervical phantom designed to simulate the compressive force the cervix exerts. The cervical balloon reached a maximum dilation of 8.5 cm, after which there was leakage of saline from the balloon. While this dilation was less than the target goal of 10 cm, the leaking was attributed to prototype manufacturing defects, which could be resolved with further development. The cervical retractor was able to withstand between 1-3 kPa. Although estimates of cervical pressure values can be upward of 30 kPa, there are no in vivo measurements to formally identify the pressure values for patients in preterm labor. This device serves as a viable proof-of-concept for utilizing an inflatable balloon device to prevent cervical retraction in the setting of extremely preterm vaginal breech delivery. Further manufacturing improvements and design changes could improve the device for continued development and testing.

在极度早产的臀位人群中,通常避免阴道分娩,因为担心产后头部的宫颈被卡住。提出了一种机械装置的概念,通过防止分娩期间宫颈对胎儿的收缩来实现阴道分娩。该装置分为两部分,旨在扩张子宫颈,防止小胎儿部分脱垂,并在分娩期间保持足够的扩张。该装置由两部分组成,由以下模块设计和制造:用于扩张的充气盐水宫颈球囊和由半刚性梁组成的宫颈牵开器,用于稳定宫颈并保持适当的扩张。该装置使用一个颈椎假体来模拟宫颈施加的压缩力进行测试。宫颈球囊最大扩张8.5 cm,之后有生理盐水渗出。虽然这个膨胀小于10厘米的目标,但泄漏是由于原型制造缺陷造成的,可以通过进一步的开发来解决。颈椎牵开器能够承受1-3 kPa的压力。虽然估计宫颈压力值可高达30kpa,但没有体内测量来正式确定早产患者的压力值。该装置作为一个可行的概念证明,利用充气气囊装置,以防止宫颈内缩的设置阴道臀位早产。进一步的制造改进和设计变化可以改进设备,以便继续开发和测试。
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引用次数: 1
Generic Implant Positioning Technology Based on Hole Projections in X-Ray Images. 基于x射线图像孔投影的通用种植体定位技术。
IF 0.9 Pub Date : 2021-06-01 Epub Date: 2021-03-23 DOI: 10.1115/1.4049979
Markus Windolf, Robert Geoff Richards

Implant placement plays a key role in trauma and orthopedics. In this paper, a generic technological concept for implant positioning assistance is outlined. The system utilizes conventional radiographic devices for imaging and tracking and embeds into surgical workflows without the need for complex navigation equipment. It is based on feature extraction from cylindrical hole-projections in X-ray images for determining spatial alignment of implant and anatomy. Basic performance of a prototype system was experimentally verified in terms of tracking accuracy and robustness under varying conditions. In a second step, the system was developed into a set of application modules, each serving a pressing clinical need: Plating of the proximal humerus, cephalic nail and dynamic hip-screw placement, general anatomic plating, distal nail interlocking with adjustment of femoral anteversion and corrective osteotomies. Module prototypes were tested according to their degree of maturity from feasibility assessment in wet-labs to clinical handling tests. Orientation tracking of reference objects yielded an accuracy and precision of 0.1±0.71 deg (mean±standard deviation) with a maximum error of 4.68 deg at unfavorable conditions. This base-performance translated, e.g., into a precision of ±1.2 mm (standard deviation) screw-tip to joint distance at proximal humerus plating, or into a precision of lag screw positioning in the femoral head of ±0.6 mm in craniocaudal and ±1.6 mm in anterioposterior direction. The concept revealed strong potential to improve surgical outcomes in a broad range of orthopedic applications due to its generic and simplistic nature. Comprehensive validation activities must follow for clinical introduction.

植入物的安置在创伤和骨科中起着关键作用。本文概述了种植体定位辅助的一般技术概念。该系统利用传统的放射成像设备进行成像和跟踪,并嵌入到手术工作流程中,无需复杂的导航设备。它基于x射线图像中圆柱形孔投影的特征提取,用于确定植入物和解剖结构的空间对齐。实验验证了原型系统在不同条件下的跟踪精度和鲁棒性。第二步,该系统被开发成一组应用模块,每个模块都满足迫切的临床需求:肱骨近端钢板、头侧钉和髋部螺钉动态置入、一般解剖钢板、远端钉联锁调节股前倾和矫正截骨。模块原型根据其成熟度进行测试,从湿实验室可行性评估到临床处理测试。参考物体方向跟踪的精度和精度为0.1±0.71°(平均值±标准差),不利条件下最大误差为4.68°。这一基本性能转化为,例如,在肱骨近端钢板处,螺钉尖端到关节距离的精度为±1.2 mm(标准差),或在股骨头处,拉力螺钉定位的精度为颅侧方向±0.6 mm,前后方向±1.6 mm。由于其通用和简单的性质,该概念揭示了在广泛的骨科应用中改善手术结果的强大潜力。临床应用前必须进行全面的验证活动。
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引用次数: 5
Model-Based Design and Optimization of Blood Oxygenators. 基于模型的血液氧合器设计与优化。
IF 0.9 Pub Date : 2020-12-01 Epub Date: 2020-07-31 DOI: 10.1115/1.4047872
Ge He, Tao Zhang, Jiafeng Zhang, Bartley P Griffith, Zhongjun J Wu

Blood oxygenators, also known as artificial lungs, are widely used in cardiopulmonary bypass surgery to maintain physiologic oxygen (O2) and carbon dioxide (CO2) levels in blood, and also serve as respiratory assist devices to support patients with lung failure. The time- and cost-consuming method of trial and error is initially used to optimize the oxygenator design, and this method is followed by the introduction of the computational fluid dynamics (CFD) that is employed to reduce the number of prototypes that must be built as the design is optimized. The CFD modeling method, while having progress in recent years, still requires complex three-dimensional (3D) modeling and experimental data to identify the model parameters and validate the model. In this study, we sought to develop an easily implemented mathematical models to predict and optimize the performance (oxygen partial pressure/saturation, oxygen/carbon dioxide transfer rates, and pressure loss) of hollow fiber membrane-based oxygenators and this model can be then used in conjunction with CFD to reduce the number of 3D CFD iteration for further oxygenator design and optimization. The model parameters are first identified by fitting the model predictions to the experimental data obtained from a mock flow loop experimental test on a mini fiber bundle. The models are then validated through comparing the theoretical results with the experimental data of seven full-size oxygenators. The comparative analysis show that the model predictions and experimental results are in good agreement. Based on the verified models, the design curves showing the effects of parameters on the performance of oxygenators and the guidelines detailing the optimization process are established to determine the optimal design parameters (fiber bundle dimensions and its porosity) under specific system design requirements (blood pressure drop, oxygen pressure/saturation, oxygen/carbon dioxide transfer rates, and priming volume). The results show that the model-based optimization method is promising to derive the optimal parameters in an efficient way and to serve as an intermediate modeling approach prior to complex CFD modeling.

血液氧合器,也被称为人工肺,广泛用于体外循环手术,以维持血液中的生理性氧气(O2)和二氧化碳(CO2)水平,也可作为呼吸辅助装置来支持肺衰竭患者。最初采用耗时耗钱的试错法来优化氧合器设计,随后引入计算流体动力学(CFD)来减少优化设计时必须建造的原型数量。CFD建模方法虽然近年来有所进步,但仍然需要复杂的三维(3D)建模和实验数据来识别模型参数和验证模型。在本研究中,我们试图建立一个易于实现的数学模型来预测和优化中空纤维膜氧合器的性能(氧分压/饱和度、氧/二氧化碳传输速率和压力损失),然后该模型可以与CFD结合使用,以减少3D CFD迭代的次数,从而进一步设计和优化氧合器。首先将模型预测结果拟合到微型纤维束模拟流环试验数据中,确定了模型参数。将理论结果与7个全尺寸氧合器的实验数据进行对比,验证了模型的正确性。对比分析表明,模型预测结果与实验结果吻合较好。在验证模型的基础上,建立了参数对充氧器性能影响的设计曲线和详细优化过程的指导方针,以确定特定系统设计要求(血压降、氧压/饱和度、氧/二氧化碳传输速率和启动体积)下的最佳设计参数(纤维束尺寸及其孔隙度)。结果表明,基于模型的优化方法可以有效地推导出最优参数,并可作为复杂CFD建模之前的中间建模方法。
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引用次数: 6
期刊
Journal of Medical Devices
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