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Artificial intelligence and health-related data: The patient’s best interest and data ownership dilemma 人工智能与健康相关数据:患者最佳利益与数据所有权的两难选择
IF 1.8 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-09-14 DOI: 10.1177/09544119241279630
Arkadiusz Dziedzic, Julien Issa, Akhilanand Chaurasia, Marta Tanasiewicz
The rapid advancement of artificial intelligence (AI) in healthcare has the potential to revolutionize the global healthcare sector and medicine in general. However, integrating AI technologies in healthcare requires access to large amounts of personal health-related data (HRD), which raises concerns regarding confidential personal information considering unregulated and not transparent data ownership. Setting up the patient’s welfare as an unquestionable principle, this commentary explores the various ethical aspects of using HRD in AI applications, focusing on informed consent, data ownership, data sharing, financial considerations, accountability, and ethical standards. Three models of potential collaboration between AI-specializing firms and healthcare providers are evaluated: the commercial model, the equitable profit-sharing model, and the public-funded non-profit model. Each model has its advantages and challenges, necessitating a careful balance between ethical considerations, financial implications, and technological advancements. Policymakers and healthcare regulators are urged to establish transparent legislation to safeguard patient privacy, ensure informed consent, and promote the responsible use of HRD in AI applications. This commentary emphasizes the importance of addressing ethical issues to protect basic patient rights, foster responsible collaborations, and ensure the ethical use of health-related data in AI-based healthcare applications. While the coexistence of regulated AI and healthcare professionals is inevitable for validating the cost-effectiveness of AI use in healthcare economics, the transparency of HRD sources is deemed of utmost importance in the best interest of the patient.
人工智能(AI)在医疗保健领域的快速发展有可能彻底改变全球医疗保健行业和整个医学。然而,将人工智能技术融入医疗保健领域需要获取大量个人健康相关数据(HRD),考虑到数据所有权不受监管且不透明,这引发了人们对机密个人信息的担忧。本评论将患者的福利作为一项不容置疑的原则,探讨了在人工智能应用中使用HRD的各种伦理问题,重点关注知情同意、数据所有权、数据共享、财务考虑、问责制和伦理标准。本文评估了人工智能专业公司与医疗服务提供商之间的三种潜在合作模式:商业模式、公平利润分享模式和公共资助的非营利模式。每种模式都有其优势和挑战,需要在道德考量、财务影响和技术进步之间取得谨慎的平衡。我们敦促政策制定者和医疗监管机构制定透明的法律,以保护患者隐私,确保知情同意,并促进在人工智能应用中负责任地使用人力资源开发。本评论强调了解决伦理问题的重要性,以保护患者的基本权利,促进负责任的合作,并确保在基于人工智能的医疗保健应用中合乎伦理地使用健康相关数据。受监管的人工智能和医疗保健专业人员的共存对于验证人工智能在医疗保健经济学中使用的成本效益是不可避免的,但为了患者的最佳利益,人力资源开发来源的透明度被认为是最重要的。
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引用次数: 0
Explant analysis of a chromium nitride coated metal-on-metal total wrist replacement: A case study 氮化铬涂层金属全腕关节置换术的切口分析:病例研究
IF 1.8 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-09-11 DOI: 10.1177/09544119241277697
Thomas J Joyce, Göksu Kandemir, Duncan McGuire, Michael Solomons, Daniel J Brown
Explant analysis can provide important understanding of how artificial joints perform in the human body. The articulating surfaces of the metacarpal head and the radius cup from a chromium nitride coated metal-on-metal Motec wrist implant were analysed. Due to bone resorption and aseptic loosening, the implant was removed after 6 years in the patient, and metallosis was observed during removal. Visually, some areas of the articulating surfaces appeared polished, others were dulled. A chemical composition analysis of the metacarpal head showed that the polished surfaces were chromium rich, implying this surface was the original chromium nitride coating, whereas the dulled surfaces were cobalt rich, indicating the underlying cobalt chromium substrate. In addition, the underlying cobalt chromium substrate was an order of magnitude rougher than the polished surface, indicating the scale of damage to it. It is speculated that the loss of the coating, and the subsequent damage to the underlying substrate due to a third-body wear process, led to osteolysis and the metallosis seen at revision surgery.
爆破分析可以帮助人们了解人工关节在人体中的性能。我们对氮化铬涂层金属对金属 Motec 腕关节植入体的掌骨头和桡骨杯的关节面进行了分析。由于骨吸收和无菌性松动,患者在植入 6 年后将植入体取出,并在取出过程中观察到金属化现象。从外观上看,关节表面的一些区域呈抛光状,而另一些区域则黯淡无光。对掌骨头进行的化学成分分析表明,抛光表面富含铬,这意味着该表面是原始的氮化铬涂层,而变暗的表面富含钴,这表明底层是钴铬基质。此外,底层的钴铬基底比抛光表面粗糙一个数量级,表明其受损程度。据推测,涂层的脱落以及随后由于第三体磨损过程造成的底层基底的损坏导致了骨溶解和翻修手术中出现的金属病变。
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引用次数: 0
Effects of self-etch adhesive agitation with diode laser on dentin bond strength 二极管激光搅拌自酸蚀粘合剂对牙本质粘接强度的影响
IF 1.8 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-09-11 DOI: 10.1177/09544119241276069
Muhammet Kerim Ayar, Kerim Safa Kul
The present study assessed the effect of active application of self-etch adhesives with diode laser irradiation on the shear dentin bond strength. Sixty bovine incisors, each embedded individually in hard plaster blocks, were divided into two groups based on the adhesive system used: Group 1 Adper Easy One and Group 2 Clearfil SE Protect. Based on the application technique of self-etch adhesives, each main group was further divided into three subgroups: passive application, active application with a micro-brush, and active application with a 976-nm diode laser tip (phototherapy active application). Shear bond strength tests were conducted using a universal testing machine and the data were analyzed by two-way ANOVA. Post hoc multiple comparisons were performed with the Tukey HSD test. Additionally, the statistical analysis of failure mode distribution was carried out using the chi-squared test ( p < 0.05). While the adhesive system exhibited significant differences in shear dentin bond strengths, there were no significant differences in application techniques. Regardless of the application technique, Clearfil SE Protect demonstrated significantly higher dentin bond strength than Adper Easy One. In the present study, the utilization of phototherapy through a 976-nm diode laser for the active application of the tested self-etch adhesives demonstrated similar initial dentin bond strengths to conventional application methods.
本研究评估了在二极管激光照射下主动使用自酸蚀粘合剂对牙本质剪切粘接强度的影响。根据所使用的粘接剂系统,将各自嵌入硬石膏块中的 60 颗牛门牙分为两组:第一组为 Adper Easy One,第二组为 Clearfil SE Protect。根据自酸蚀粘合剂的应用技术,每个主组又分为三个亚组:被动应用、用微型刷主动应用和用波长为 976 纳米的二极管激光主动应用(光疗主动应用)。使用万能试验机进行了剪切粘接强度测试,并对数据进行了双向方差分析。采用 Tukey HSD 检验进行事后多重比较。此外,还使用卡方检验(p < 0.05)对失效模式分布进行了统计分析。虽然粘合剂系统在剪切牙本质粘接强度方面存在显著差异,但在应用技术方面却没有显著差异。无论使用哪种粘接技术,Clearfil SE Protect 的牙本质粘接强度都明显高于 Adper Easy One。在本研究中,利用波长为 976 纳米的二极管激光器进行光疗来主动应用测试的自酸蚀粘合剂,其初始牙本质粘结强度与传统应用方法相似。
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引用次数: 0
The effect of structural changes on the low strain rate behaviour of the intervertebral disc. 结构变化对椎间盘低应变率行为的影响。
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-24 DOI: 10.1177/09544119241272915
Samantha Hayward, Patrick S Keogh, Anthony W Miles, Sabina Gheduzzi

The annuus fibrosus (AF) and nucleus pulposus (NP) of the intervertebral disc (IVD) work in conjunction to dissipate spinal loads. In this study we have isolated the contribution of the NP to the overall response of the disc and investigated the effect of extreme structural changes to the disc on the mechanical behaviour. Linear stiffness, overall load range, hysteresis area and total energy were used to evaluate the impact of these changes on the spine and surrounding structures. Six porcine lumbar isolated disc specimens were tested in 6 DOFs with a 400 N compressive axial preload at low strain rates in three conditions: intact (IN), after total nucleotomy (NN) and after the injection of bone cement into the nuclear void (SN). The latter two conditions, NN and SN, were chosen to emulate the effect of extreme changes to the NP on disc behaviour. When comparing with intact specimens, significant changes were noted primarily in axial compression-extension, mediolateral bending and flexion-extension. NN and SN cases demonstrated significant increases in linear stiffness, overall load range and total energy for mediolateral bending and flexion-extension compared to the intact (IN) state. SN also demonstrated a significant increase in total energy for axial compression-extension, and significant decreases in the elastic contribution to total energy in all axes except flexion-extension. These changes to total energy indicate that surrounding spinal structures would incur additional loading to produce the same motion in vivo after structural changes to the disc.

椎间盘(IVD)的环状纤维(AF)和髓核(NP)共同作用以分散脊柱负荷。在这项研究中,我们分离了髓核对椎间盘整体响应的贡献,并研究了椎间盘极端结构变化对其机械行为的影响。线性刚度、总体负荷范围、滞后面积和总能量被用来评估这些变化对脊柱和周围结构的影响。在以下三种条件下,对六个猪腰椎间盘标本进行了 6 DOFs、400 N 压缩轴向预载荷和低应变率测试:完整(IN)、全髓核切除(NN)和向髓核空隙注入骨水泥(SN)。选择后两种条件(NN 和 SN)是为了模拟 NP 的极端变化对椎间盘行为的影响。与完整样本相比,主要在轴向压缩-拉伸、内外侧弯曲和屈曲-拉伸方面发生了显著变化。与完好(IN)状态相比,NN和SN情况下的线性刚度、总体载荷范围以及内外侧弯曲和屈伸的总能量都有显著增加。SN 还显示轴向压缩-伸展的总能量显著增加,除屈曲-伸展外,弹性对所有轴向总能量的贡献显著减少。总能量的这些变化表明,在椎间盘结构发生变化后,周围的脊柱结构将承受额外的负荷以产生相同的体内运动。
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引用次数: 0
Computational analysis of the biomechanical stability of internal fixation of the lateral tibial plateau fracture: A mechanical stability study. 胫骨外侧平台骨折内固定的生物力学稳定性计算分析:机械稳定性研究。
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-24 DOI: 10.1177/09544119241272782
Yafeng Li, Fengyuan Lu, Peng Yi, Zichun Zou, Xi Zhang, Jing Zhang

The selection of internal fixation as the primary fixation modality for the patient is one of the challenges for the surgeon treating the patient in question. A model of the lateral tibial plateau fracture was established. Three different configurations of internal fixators namely L bone plate, T bone plate, and screw-washer were analyzed. Three stages after surgery were simulated to assess the displacement of bone plates, screws, washers, and the stress shielding ratio in the fracture area.At three stages after surgery, the T bone plate showed better stability for patients during rehabilitation compared with the remaining two schemes, and the screw-washer scheme was the least stable due to the larger internal fixation displacement and stress shielding ratio in the fracture area. In contrast, the L bone plate scheme showed better stability in the early stages after surgery but was second only to the screw-washer scheme in the middle and late stages after surgery. The T bone plate showed better stability and became a new selection for surgeons to treat related patients. At three stages after surgery, the T bone plate has better biomechanical stability compared to the L bone plate and screw-washer schemes.

选择内固定作为患者的主要固定方式,是外科医生在治疗患者时面临的挑战之一。我们建立了一个胫骨外侧平台骨折模型。分析了三种不同配置的内固定器,即 L 型骨板、T 型骨板和螺钉垫圈。模拟术后三个阶段,评估骨板、螺钉、垫圈的位移以及骨折区域的应力屏蔽比。术后三个阶段,T 型骨板与其余两种方案相比,在患者康复期间表现出更好的稳定性,而螺钉垫圈方案由于骨折区域的内固定位移和应力屏蔽比较大,稳定性最差。相比之下,L 型骨板方案在术后早期的稳定性较好,但在术后中后期的稳定性仅次于螺钉垫圈方案。T 型骨板显示出更好的稳定性,成为外科医生治疗相关患者的新选择。在术后三个阶段,与 L 型骨板和螺钉垫圈方案相比,T 型骨板具有更好的生物力学稳定性。
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引用次数: 0
Microcrack behavior in bone: Stress field analysis at osteon cement line tips. 骨骼中的微裂缝行为:骨水泥线尖端的应力场分析
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-23 DOI: 10.1177/09544119241272854
Chunhui Ji, Xiuyan Yang, Liang Zhang, Xicheng Chen, Yadi Sun, Bin Lin

Bone microstructure governs microcrack propagation complexity. Current research, relying on linear elastic fracture mechanics, inadequately considers authentic multi-level structures, like cement lines and osteons, impacting stress intensity at cracks. This study, by constructing models encompassing single or multiple osteons, delves into the influence of factors like crack length, osteon radius, and modulus ratio on the stress intensity factor at the crack tip. Employing a fracture mechanics phase-field approach to simulate crack propagation paths, it particularly explores the role of cement lines as weak interfaces in crack extension. The aim is to comprehensively and systematically elucidate the critical factors of bone microstructure in the context of crack propagation.

骨的微观结构决定了微裂缝扩展的复杂性。目前的研究依赖于线性弹性断裂力学,对影响裂缝应力强度的真实多层次结构(如骨水泥线和骨隆)考虑不足。本研究通过构建包含单个或多个骨架的模型,深入研究了裂缝长度、骨架半径和模量比等因素对裂缝顶端应力强度因子的影响。该研究采用断裂力学相场方法模拟裂纹扩展路径,尤其探讨了作为裂纹扩展弱界面的骨水泥线的作用。目的是全面系统地阐明骨微结构在裂纹扩展中的关键因素。
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引用次数: 0
Tibial post loading increases the risk of aseptic loosening of posterior-stabilized tibial prosthesis. 胫骨后加载会增加后稳定胫骨假体无菌性松动的风险。
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-23 DOI: 10.1177/09544119241272756
Zhenxian Chen, Jianian Han, Jing Zhang, Yinghu Peng, Lei Guo, Shibin Chen, Zhongmin Jin

Aseptic loosening is the primary cause of failure following posterior-stabilized total knee arthroplasty. It is unclear whether tibial post loading of posterior-stabilized prosthesis increases the risk of aseptic loosening of the tibial prosthesis. The purpose of this study is to investigate the biomechanical effects of tibial post loading on the tibial prosthesis fixation interface during level walking, squatting, stair descent, and standing up-sitting down activities. In this paper, finite element models with and without post were established to compare the effects of tibial post loading on the von Mises stress of the proximal tibia, shear stress of the cement, and the bone-prosthesis interface micromotion during four physiological activities. The tibial post loading had an insignificant influence on tibial biomechanics and bone-prosthesis interface micromotion during leveling walking activity. However, compared to the insert without post condition, tibial post loading significantly increased the maximum tibial von Mises stress, the maximum shear stress in the medial of cement, and the bone-prosthesis interface peak micromotion by 912.84%, 612.77%, and 921.09%, respectively, at the moment of the maximum flexion angle for the stair descent activity, and 637.92%, 351.43%, and 519.13%, respectively, at the moment of the maximum flexion angle for the standing up-sitting down activity. Tibial post loading increased the risk of postoperative aseptic loosening of tibial prosthesis in patients with posterior-stabilized total knee arthroplasty, and it was recommended that the post-cam contact mechanism of posterior-stabilized prosthesis should be optimized to reduce the biomechanical impact of tibial post loading on tibial prosthesis fixation.

无菌性松动是后稳定全膝关节置换术失败的主要原因。目前尚不清楚后稳定假体的胫骨后加载是否会增加胫骨假体无菌性松动的风险。本研究旨在探讨在平地行走、下蹲、下楼梯和起立-坐下活动中,胫骨后加载对胫骨假体固定界面的生物力学影响。本文建立了带柱和不带柱的有限元模型,比较了胫骨柱加载对四种生理活动中胫骨近端 von Mises 应力、骨水泥剪应力和骨假体界面微动的影响。在平步行走活动中,胫骨支柱加载对胫骨生物力学和骨假体界面微动的影响不大。然而,与无衬垫条件相比,胫骨衬垫加载显著增加了胫骨最大冯米塞斯应力、骨水泥内侧最大剪应力和骨假体界面峰值微动,在下楼梯活动的最大屈曲角时刻分别增加了912.84%、612.77%和921.09%,在站立-坐下活动的最大屈曲角时刻分别增加了637.92%、351.43%和519.13%。胫骨后负荷增加了后稳定全膝关节置换术患者胫骨假体术后无菌性松动的风险,建议优化后稳定假体的后凸接触机制,以减少胫骨后负荷对胫骨假体固定的生物力学影响。
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引用次数: 0
Design modification and selection of improved stem design of the conical stem tibial implant for TAR using FE analysis and different MCDM methods. 利用有限元分析和不同的 MCDM 方法,对用于 TAR 的锥形柄胫骨植入物进行设计修改并选择改进的柄设计。
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-20 DOI: 10.1177/09544119241272839
Jyoti, Rajesh Ghosh

The conical stem tibial design of total ankle replacement (TAR) has high implant-bone micromotion. This may lead to aseptic loosening which can be avoided by improving the tibial design. The objective was to propose the best stem design parameters to reduce implant-bone micromotion along with minimizing stress shielding using an integrated Finite Element-Multi Criteria Decision Making (FE-MCDM) approach. FE models of implanted tibia bones were prepared by changing the height of the stem, the diameter of the stem, and the slant of the stem. Weighted Aggregated Sum Product Assessment (WASPAS), Technique for Order of Preference by Similarities to Ideal Solution (TOPSIS), Evaluation based on Distance from Average Solution (EDAS), and VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) MCDM techniques with equal weights for micromotion and stress shielding were considered. The micromotion and stress shielding were greater when the height of the stem was increased. Whereas, the increase in diameter and slant affected them marginally. The best-performing design was the Model with stem height 6 mm (diameter 6.4 mm and slant 4°) and after that was the Model with stem height 8 mm (diameter 6.4 mm and slant 4°), and then the Model with stem height 10 mm (diameter 6.4 mm and slant 4°). The height of the stem is the most important stem design parameter. Shorter height, moderate thickness, and moderate slanting stem designs are recommended.

全踝关节置换术(TAR)的锥形柄胫骨设计具有较高的植入物-骨微动。这可能导致无菌性松动,而改进胫骨设计可以避免这种情况。我们的目标是采用有限元-多标准决策(FE-MCDM)综合方法,提出最佳的茎干设计参数,以减少植入物与骨之间的微动,同时最大限度地减少应力屏蔽。通过改变骨干高度、骨干直径和骨干斜度,制备了植入胫骨的有限元模型。研究考虑了加权汇总乘积评估(WASPAS)、与理想方案相似度排序技术(TOPSIS)、基于平均方案距离的评估(EDAS)以及微动和应力屏蔽权重相等的 VIseKriterijumska Optimizacija I Kompromisno Resenje(VIKOR)MCDM 技术。当茎杆高度增加时,微动和应力屏蔽的影响更大。而直径和斜度的增加对它们的影响很小。茎杆高度为 6 毫米(直径为 6.4 毫米,斜度为 4°)的模型是性能最好的设计,其次是茎杆高度为 8 毫米(直径为 6.4 毫米,斜度为 4°)的模型,然后是茎杆高度为 10 毫米(直径为 6.4 毫米,斜度为 4°)的模型。茎杆高度是最重要的茎杆设计参数。建议采用高度较短、厚度适中、倾斜度适中的阀杆设计。
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引用次数: 0
Virtual muscles and reflex control generates human-like ankle torques during gait perturbations. 虚拟肌肉和反射控制可在步态扰动时产生类似人类的踝关节扭矩。
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-13 DOI: 10.1177/09544119241272766
Sandra Hnat, Antonie J van den Bogert

A biologically-inspired actuation system, including muscles, spinal reflexes, and vestibular feedback, may be capable of achieving more natural gait mechanics in powered prostheses or exoskeletons. In this study, we developed a Virtual Muscle Reflex (VMR) system to control ankle torque and tuned it using data from human responses to anteroposterior mechanical perturbations at three walking speeds. The system consists of three Hill-Type muscles, simulated in real time, and uses feedback from ground reaction force and from stretch sensors on the virtual muscle fibers. Controller gains, muscle properties, and reflex/vestibular time delays were optimized using Covariance Matrix Adaptation (CMA) to minimize the difference between the VMR torque output and the torque measured from the experiment. We repeated the procedure using a conventional finite-state impedance controller. For both controllers, the coefficient of determination (R2) and root-mean-square error (RMSE) was calculated as a function of time within the gait cycle. The VMR had lower RMSE than the impedance controller in 70%, and in 60% of the trials, the R2 of the VMR controller was higher than for the impedance controller. We concluded that the VMR system can better reproduce the human responses to perturbations than the impedance controller.

包括肌肉、脊柱反射和前庭反馈在内的生物启发驱动系统或许能够在动力假肢或外骨骼中实现更自然的步态力学。在这项研究中,我们开发了一个虚拟肌肉反射(VMR)系统来控制踝关节扭矩,并利用人体在三种行走速度下对前后机械扰动的反应数据对其进行了调整。该系统由实时模拟的三块希尔型肌肉组成,并使用地面反作用力和虚拟肌肉纤维上的拉伸传感器提供的反馈。我们使用协方差矩阵自适应(CMA)对控制器增益、肌肉属性和反射/前庭时延进行了优化,以最大限度地减小 VMR 扭矩输出与实验所测得的扭矩之间的差异。我们使用传统的有限状态阻抗控制器重复了这一过程。对于这两种控制器,我们都计算了步态周期内决定系数(R2)和均方根误差(RMSE)与时间的函数关系。在 70% 的试验中,VMR 的均方根误差低于阻抗控制器,在 60% 的试验中,VMR 控制器的 R2 高于阻抗控制器。我们的结论是,与阻抗控制器相比,VMR 系统能更好地再现人类对扰动的反应。
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引用次数: 0
Open-source synthetic photoplethysmographic signal generator with analog output. 带模拟输出的开源合成光敏血压信号发生器。
IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-10 DOI: 10.1177/09544119241272833
Alessandro Gentilin

The photoplethysmographic (PPG) signal of the finger is being used to create embedded devices that estimate physiological variables. This project outlines an innovative method for developing a synthetic PPG generator that produces both actual reference digital signals and their equivalent analog signals using open-source technology. A series of PPG profiles is synthesized using three variant Gaussian functions. A low-frequency trend induced by respiratory frequency and background noise are then added. To generate a diverse range of continuously variable PPG profiles within specified boundaries and customizable levels of interference, all parameters undergo random fluctuations on a cycle-by-cycle basis, as per user-defined constraints. The generated signal is then converted into its equivalent analog form through the use of an RC filter that low-frequency filters a Pulse-Width Modulation square wave that is modulated directly by the generated signal. The software returns different PPG profiles and allows the signal comparison before vs after the addition of different-intensity modulated respiratory trends and background noise. The digital signal is faithfully converted into an equivalent analog voltage signal capable of reproducing not only the waveform profile but also the respiratory trend and various levels of noise.

手指的光电血压计(PPG)信号正被用于制造估计生理变量的嵌入式设备。本项目概述了开发合成 PPG 发生器的创新方法,该发生器可利用开源技术生成实际参考数字信号及其等效模拟信号。使用三个不同的高斯函数合成一系列 PPG 曲线。然后加入由呼吸频率和背景噪声引起的低频趋势。为了在指定的边界和可定制的干扰水平范围内生成各种连续可变的 PPG 曲线,所有参数都会根据用户定义的约束条件逐周期发生随机波动。然后,通过使用 RC 滤波器将生成的信号转换为等效的模拟形式,该滤波器对直接由生成信号调制的脉宽调制方波进行低频过滤。软件可返回不同的 PPG 曲线,并对加入不同强度调制的呼吸趋势和背景噪声前后的信号进行比较。数字信号被忠实地转换成等效的模拟电压信号,不仅能再现波形轮廓,还能再现呼吸趋势和不同程度的噪声。
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引用次数: 0
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