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Concept Exploration: Respiratory Rate Monitoring Garment Using Digital Zero-Crossing Detection 概念探索:使用数字过零检测的呼吸频率监测服装
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1028
Angela K. Martini, Sam Carlson, Dung Hoang, Sandra A. Wawersich, Crystal Compton, Abigail R. Clarke-Sather
Measuring respiratory rate is a vital metric for monitoring human health in any setting. Despite its importance for detecting oncoming medical crises, it is often neglected due to the difficulties in accurate measurement. To combat this neglect, a respiratory rate monitoring smart garment was developed that measures breathing rate in real time in a manner that is unobtrusive to the patient. This paper focuses on a concept exploration of a non-invasive wearable garment to measure real time breathing rate using a digital zero-crossing detection signal processing approach. A respiratory rate monitoring garment was developed with a stitched sensor that wraps around the patient’s chest and operates based on the relationship between resistance and displacement. As a person breathes, the chest expands and contracts, displacing the stitched sensor causing a change in resistance that can be measured and then counted as a breath. Unlike current solutions that utilize the fast Fourier transform (FFT) for signal processing of breathing rate, digital zero-crossing detection is used in this garment for improved accuracy and lower computational power. Four participants took part in a total of 15 trials where their normal breathing rate was measured by the stitched sensor and by at least two independent observers. The average sensor breath count was 2.44 breaths below the manually observed breath count. Major contributions to error were due to manual calibration of the sensor, and these discrepancies will be addressed in further prototype development. Despite the error between the sensor and manual breath count, the performance of the garment indicates respiratory rate monitoring in real time is possible, which increases the feasibility of more accurate and frequent respiratory rate monitoring thus increasing the potential for improved patient health.
在任何环境下,呼吸频率的测量都是监测人体健康的重要指标。尽管它对检测即将到来的医疗危机很重要,但由于难以准确测量,它经常被忽视。为了解决这一问题,一种呼吸频率监测智能服装被开发出来,以一种对患者不显眼的方式实时测量呼吸频率。本文重点探讨了一种采用数字过零检测信号处理方法测量实时呼吸频率的无创可穿戴服装的概念探索。研究人员开发了一种呼吸率监测服装,该服装带有一个缝合传感器,包裹在患者的胸部,并根据阻力和位移之间的关系进行操作。当一个人呼吸时,胸部扩张和收缩,取代缝合的传感器,导致阻力的变化,可以测量,然后计算为呼吸。与目前利用快速傅里叶变换(FFT)进行呼吸频率信号处理的解决方案不同,该服装采用了数字过零检测,以提高准确性和降低计算能力。四名参与者总共参加了15项试验,他们的正常呼吸率由缝合的传感器和至少两名独立的观察者测量。平均传感器呼吸计数比人工观察的呼吸计数低2.44次。造成误差的主要原因是传感器的手动校准,这些差异将在进一步的原型开发中得到解决。尽管传感器和人工呼吸计数之间存在误差,但该服装的性能表明,实时监测呼吸频率是可能的,这增加了更准确和频繁监测呼吸频率的可行性,从而增加了改善患者健康的潜力。
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引用次数: 0
Clinical Validation Testing Of An Upper Limb Robotic Medical Education Training Simulator For Rigidity Assessment 用于刚度评估的上肢机器人医学教育训练模拟器的临床验证试验
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1073
Maxine He, Mahshid Mansouri, Yinan Pei, Isaac Pedroza, Christopher M. Zallek, E. Hsiao-Wecksler
An upper limb robotic training simulator was developed to replicate the haptic feeling of lead-pipe rigidity of the biceps. Rigidity is the increased muscle tone observed during passive movement of a joint. To validate the realism of our training simulator, a clinical validation study was conducted with 11 experienced clinicians. Testing involved two parts: Blinded Assessment followed by Disclosed Assessment. There were 12 randomized trials (4 levels of rigidity with 3 repetitions each) in the Blind Assessment. The participants were asked to rate the rigidity level using the Unified Parkinson’s Disease Rating Scale (UPDRS) in each trial without knowing the selected UPDRS level. During the Disclosed Assessment, participants were informed about the selected level and were asked to closely evaluate the fidelity of each UPDRS level. Participants completed a post-test evaluation questionnaire to rate the simulator’s accuracy in replicating rigidity and its potential as a medical education tool for healthcare students. Results from the first six participants indicated that the simulated muscle resistance magnitude was too high compared to their clinical experience. Therefore, the resistance magnitude was reduced for all 4 UPDRS levels. The second set of five participants reported that the training simulator closely replicated the UPDRS levels of rigidity compared to their clinical experience.
为了模拟二头肌的铅管刚性的触感,研制了上肢机器人训练模拟器。僵硬是指在关节被动运动时观察到的肌肉张力增加。为了验证我们的训练模拟器的真实性,对11名有经验的临床医生进行了临床验证研究。测试包括两部分:盲法评估和公开评估。盲法评估共有12项随机试验(4个等级,每个等级重复3次)。在不知道所选择的UPDRS水平的情况下,要求参与者在每个试验中使用统一帕金森病评定量表(UPDRS)对刚性水平进行评分。在公开评估期间,参与者被告知所选择的水平,并被要求密切评估每个UPDRS水平的保真度。参与者完成了一份测试后评估问卷,以评估模拟器在复制刚性方面的准确性及其作为医疗保健学生医学教育工具的潜力。前六名参与者的结果表明,与他们的临床经验相比,模拟肌肉阻力幅度过高。因此,所有4个UPDRS水平的阻值都降低了。第二组五名参与者报告说,与他们的临床经验相比,训练模拟器非常接近地复制了UPDRS的刚性水平。
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引用次数: 1
Development of an Epicardial Mapping Tank for Noninvasive Electrical Mapping of Ex Vivo Large Mammalian Hearts 大型哺乳动物离体心脏无创电测心外膜测图槽的研制
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1069
R. Brigham, Erik R. Donley, P. Iaizzo
Electroanatomical mapping provides key insights into cardiac function and arrhythmia location. Epicardial mapping allows for the recording of electrograms from the body surface that can be combined with an anatomical geometry to create a real-time functional voltage map of cardiac electrical activity. Isolated heart models, like those studied on the Visible Heart® apparatus, provide a valuable platform for medical device design but are often limited to modified 3-lead electrocardiograms that do not provide anatomically specific electrical data. To provide detailed electroanatomical data for experiments on the Visible Heart® apparatus, a novel modified epicardial mapping tank was created that utilizes the CardioInsight™ software to create a map of reanimated hearts. The epicardial mapping tank is composed of 252 electrodes that are distributed across acrylic plates that surround the isolated heart. Half normal saline provides continuity to the electrodes, allowing uninterrupted signal acquisition. The system is fully removable and can be positioned while maintaining reanimation. To date, 5 swine hearts and 1 human heart have been reanimated and mapped in the epicardial mapping tank. The unique datasets generated from the epicardial mapping chamber will be a critical tool in pacing, ablation, and defibrillation experiments as well as provide valuable information relative to conduction system physiology.
电解剖制图提供了心功能和心律失常定位的关键见解。心外膜测绘允许记录体表的电图,可以结合解剖几何形状来创建心脏电活动的实时功能电压图。孤立的心脏模型,如在Visible heart®仪器上研究的心脏模型,为医疗设备设计提供了一个有价值的平台,但通常仅限于修改的3导联心电图,不能提供解剖特异性的电数据。为了在Visible Heart®仪器上提供详细的电解剖数据,我们创建了一种新型的改良心外膜测图槽,它利用CardioInsight™软件来创建重新激活的心脏图。心外膜测图槽由252个电极组成,电极分布在隔离心脏周围的丙烯酸板上。一半生理盐水为电极提供连续性,允许不间断的信号采集。该系统是完全可拆卸的,可以定位,同时保持再激活。迄今为止,已有5个猪心脏和1个人心脏在心外膜测图槽中重新激活并绘制。心外膜测图室产生的独特数据集将成为起搏、消融和除颤实验的关键工具,并提供有关传导系统生理学的宝贵信息。
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引用次数: 0
Evaluation of Sustainable P4MCL/PLLA Block Copolymers as PVC Replacement in Medical Plastics P4MCL/PLLA嵌段共聚物在医用塑料中替代PVC的研究
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1051
Tyler J Gathman, J. Schoephoerster, R. Vasdev, Stephanie Liffland, Derek C. Batiste
Aliphatic polyesters are potential sustainable alternatives to PVC for use in medical devices, such as IV bags. Our candidate replacement of PVC-based IV bags use P4MCL, a sustainable polymer with demonstrated uses in mechanically robust materials. The goal of our project was to compare the mechanical and biocompatibility characteristics of P4MCL/PLLA star block copolymer TPEs with commercial PVC-based IV bags. P4MCL/PLLA TPEs were synthesized according to previously reported methods. Uniaxial tensile testing was conducted pre- and post-autoclave. Impact and tear resistance testing was performed on non-autoclaved specimens according to ASTM standards. Cytotoxicity was examined using NIH 3T3 Fibroblasts with an AlamarBlue assay. A student’s t-test was used to compare results with statistical significance of P < 0.05. PVC tended to be stiffer but P4MCL/PLLA was more extensible. The tensile properties for the P4MCL-based material did not change after autoclaving. When compared to PVC-based IV bags, the P4MCL/PLLA TPE demonstrated a lower peak force and average force but a greater elongation at break and total absorbed energy (P<0.05). P4MCL/PLLA, unlike PVC-based materials with DEHP plasticizer, was non-cytotoxic. In summary, P4MCL/PLLA has desirable mechanical and biocompatibility advantages compared to PVC making the material a potential sustainable alternative for medical grade plastics.
脂肪族聚酯是PVC的潜在可持续替代品,可用于医疗设备,如静脉输液袋。我们的候选pvc基IV袋替代品使用P4MCL,一种可持续聚合物,在机械坚固的材料中得到了证明。我们项目的目标是比较P4MCL/PLLA星形嵌段共聚物TPEs与商用pvc基IV袋的机械和生物相容性特性。P4MCL/PLLA TPEs根据先前报道的方法合成。在高压灭菌前后分别进行了单轴拉伸试验。根据ASTM标准对非蒸压试样进行抗冲击和抗撕裂试验。使用NIH 3T3成纤维细胞用AlamarBlue检测细胞毒性。比较结果采用学生t检验,P < 0.05有统计学意义。PVC趋于刚性,而P4MCL/PLLA具有更强的可扩展性。高压灭菌后,p4mcl基材料的拉伸性能没有变化。与pvc基IV袋相比,P4MCL/PLLA TPE表现出更低的峰值力和平均力,但断裂伸长率和总吸收能量更高(P<0.05)。与使用DEHP增塑剂的pvc基材料不同,P4MCL/PLLA没有细胞毒性。总之,与PVC相比,P4MCL/PLLA具有理想的机械和生物相容性优势,使该材料成为医疗级塑料的潜在可持续替代品。
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引用次数: 0
A Lightweight Wearable American Sign Language Translation Device 一种轻便可穿戴的美国手语翻译装置
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1053
Oguz Yetkin, Karmina Calderon, P. Krishna Moorthy, Thao Thu Nguyen, Jennifer Tran, Taylor Terry, Anthony Vigil, Anne Alsup, Aaron Tekleab, Danielle Sancillo, Nosisa Ncube, J. Baptist
A lightweight wearable American Sign Language translation device is presented consisting of optically communicating rings worn on each finger and wireless devices worn on each fingernail. The device is similar in principle to glove based sign language translation devices except it does not require the user to wear an entire glove. Each ring is constructed from optically clear resin containing three infrared transponders, controlled by a microcontroller unit worn on the wrist. The fingernail units are also cast in clear resin and contain circuitry to receive and respond to infrared light, and house three small SR60 watch batteries. The system uses a microcontroller to flash all LEDs in succession and create matrix sensor readings from each LED, resulting in a 15x15 matrix corresponding to a signed gesture, recognized by an Artificial Neural Network. This system is expected to be able to recognize 24 of the 26 letters of the ASL alphabet and be extended to recognize arbitrary ASL signs with the integration of an accelerometer. The system currently recognizes 9 letters (A, B, D, F, K, N, O, T, X) with intention to build on this novel method of gesture recognition to construct a full-fledged ASL translator. The system is currently useable as a low-encumbrance gesture-based input system for arbitrary device control.
介绍了一种轻型可穿戴美国手语翻译设备,该设备由每个手指上佩戴的光通信环和每个指甲上佩戴的无线设备组成。该设备在原理上类似于基于手套的手语翻译设备,除了它不需要用户戴上整个手套。每个环由光学透明树脂制成,包含三个红外转发器,由佩戴在手腕上的微控制器单元控制。指甲单元也用透明树脂铸造,包含接收和响应红外光的电路,并容纳三个小型SR60手表电池。该系统使用微控制器连续闪烁所有LED,并从每个LED创建矩阵传感器读数,从而产生与签名手势对应的15x15矩阵,由人工神经网络识别。该系统预计能够识别26个美国手语字母中的24个,并通过集成加速度计扩展到识别任意美国手语符号。该系统目前可以识别9个字母(A, B, D, F, K, N, O, T, X),并打算在这种新颖的手势识别方法的基础上构建一个完整的美国手语翻译。该系统目前可作为一种低障碍的基于手势的输入系统,用于任意设备控制。
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引用次数: 0
Power Assisted Walker: Rising Above Seated Mobility 助力助行器:超越坐姿的移动能力
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1023
E. Ratner, G. Goldish, A. Hansen, Jared Bliss, A. S. Bornstein, A. Gustavson, Steve Morin, Amber Wacek
Nearly half of older people cannot easily walk 400 meters. Powered mobility aids such as seated scooters discourage healthful walking and have limitations due to size and cost. Using human-centered design, we have developed a novel power assisted walker (PAW), which can be used as a manual walker or as a standing electric scooter. A user can push the device manually supported by a four-wheeled walker or step onto a footplate and ride it as a three wheeled standing scooter, with safety enhanced by two anti-tip casters. A working prototype has demonstrated the feasibility of this design. It also meets user-defined requirements for safety, usability, and transportability. Designs for additional prototypes overcome several engineering challenges and will enable a wide variety of users to meet their mobility needs in the community.
近一半的老年人无法轻松行走400米。像坐式滑板车这样的动力移动辅助设备不利于健康的行走,而且由于尺寸和成本的限制。采用以人为本的设计,我们开发了一种新型的动力辅助步行者(PAW),它可以作为手动步行者或站立式电动滑板车使用。用户可以在一个四轮助行器的支持下手动推动该设备,或者踩到一个踏板上,骑着它作为一个三轮站立式滑板车,两个防倾斜脚轮增强了安全性。一个工作样机已经证明了这种设计的可行性。它还满足用户对安全性、可用性和可移植性的需求。额外原型的设计克服了几个工程挑战,将使各种各样的用户能够满足他们在社区中的移动需求。
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引用次数: 0
A Low-Cost, Open-Source Solution to the Covid-19 Ventilator Shortage Covid-19呼吸机短缺的低成本、开源解决方案
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1044
Mason Danna, Evan George, Sanjana Ranganathan, Zachary I Richards, R. K. Sims, Pauline M. Berens, Priyanka S. Deshpande, Swami Gnanashanmugam
Mechanical ventilators are beneficial in treating and managing various respiratory diseases, including interstitial pneumonia associated with Coronavirus infection (COVID-19). The unprecedented COVID-19 pandemic has led to the emergence of a worldwide need for more accessible and affordable mechanical ventilatory devices. This project, known as the Third Coast Ventilator, aims to create a low-cost, open-source solution to the ventilator shortage created by the COVID-19 pandemic; this device can additionally be implemented in developing countries with limited medical resources, where ventilators are often inaccessible. Using readily available components found within hospitals and local stores, our team designed a prototype that can be assembled and functional within an hour. Our testing demonstrated accurate tidal volume delivery while modulating commonly used ranges of inspiratory to expiratory ratios, air flow rates, and respiratory rates. These promising results are an important step toward our goal of creating a low-cost, open-source, globally accessible ventilator in areas where shortages exist.
机械呼吸机有助于治疗和管理各种呼吸系统疾病,包括与冠状病毒感染(COVID-19)相关的间质性肺炎。前所未有的COVID-19大流行导致全球出现了对更容易获得和负担得起的机械通气装置的需求。该项目被称为第三海岸呼吸机,旨在为COVID-19大流行造成的呼吸机短缺提供低成本、开源的解决方案;这种设备还可以在医疗资源有限的发展中国家实施,在这些国家,呼吸机通常是无法获得的。利用医院和当地商店中现成的组件,我们的团队设计了一个原型,可以在一小时内组装和运行。我们的测试表明,在调节吸气呼气比、空气流速和呼吸频率的常用范围时,潮汐容量的准确输送。这些有希望的结果是朝着我们的目标迈出的重要一步,我们的目标是在存在短缺的地区创造一种低成本、开源、全球可获得的呼吸机。
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引用次数: 0
Estimation of Tissue Movement in Needle Insertion Tasks Using an Active Needle 用活动针估计针插入任务中的组织运动
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1008
Blayton Padasdao, Zolboo Batsaikhan, Dailen C. Brown, J. Moore, B. Konh
Needle insertion has been used as a minimally invasive technique in many diagnostic or therapeutic procedures such as prostate biopsy or brachytherapy. While the success of these procedures relies on accurate positioning of the needle tip at target positions, the intraoperative movement of the tissue (and consequently the target) has caused physicians some difficulties in acquiring the target. This paper presents a method to estimate tissue movement during a needle insertion task within tissue. The movement of the tissue is valuable information for guidance, navigation, and control of the needle inside tissue towards the target. A needle insertion task was performed using an active needle bending. Ultrasound images were captured at four needle insertion stages of initial needle insertion, bending, unbending, and needle retraction. Ultrasound images were then analyzed to estimate the tissue movement at each stage. The study showed that needle retraction, insertion, bending, and unbending stages correspond to largest to lowest tissue movement, respectively.
在许多诊断或治疗过程中,如前列腺活检或近距离治疗,针头插入已被用作一种微创技术。虽然这些手术的成功依赖于针尖在目标位置的准确定位,但术中组织(以及目标)的运动给医生在获取目标时带来了一些困难。本文提出了一种方法来估计组织内针插入任务期间的组织运动。组织的运动是有价值的信息,用于指导、导航和控制组织内的针朝向目标。使用主动弯曲针来执行针插入任务。在入针初期、弯曲、不弯曲和收针四个阶段采集超声图像。然后分析超声图像以估计每个阶段的组织运动。研究表明,针的回缩、插入、弯曲和不弯曲阶段分别对应最大和最低的组织运动。
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引用次数: 2
Design and Development of an Open-Source Adl-Compliant Prosthetic Arm for Trans-Radial Amputees 面向桡骨截肢者的开源adl兼容义肢的设计与开发
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1029
L. Timm, Maureen Etuket, S. Sivarasu
Presently, open source prosthesis are not optimized to assist the dominant hand in performing bimanual ADL. This research study was thus geared towards the design and experimental validation of an open-source below-elbow prosthetic arm, called the ADL arm, that is functionally optimized for the performance of ADL in the unilateral TR amputee population. The ADL arm is 3D printed; the design validation involved functional assessment - using the AHAP and simulated use assessment with healthy volunteer participants after obtaining Ethics approval. In accordance with AHAP; the ADL arm presented with an overall GAS of 68% and a partial GAS of >75 % for 4/5 ADL grasps. Usability Assessment involved the performance of ADL tasks coupled with the completion of the SUS. The perceived usability of the device was found to increase with increased device familiarity, yielding an overall score of 84.29. Through the tests conducted, the ADL arm was found to be functionally competent, relatively acceptable with proven ability to assist in the performance of ADLs in a simulated-use environment. A number of design modifications and clinical tests are however recommended to overcome the limitations of the current design and corroborate the results obtained in this study.
目前,开源假体在辅助优势手进行双手ADL方面还没有得到优化。因此,本研究旨在设计和实验验证一种名为ADL臂的开源肘部以下假肢,该假肢在功能上针对单侧TR截肢者的ADL性能进行了优化。ADL手臂是3D打印的;设计验证包括使用AHAP进行功能评估,并在获得伦理批准后对健康志愿者进行模拟使用评估。按照AHAP;ADL手臂在4/5次ADL抓取时,总体GAS为68%,部分GAS > 75%。可用性评估包括ADL任务的性能以及SUS的完成情况。该设备的感知可用性被发现随着设备熟悉度的增加而增加,总体得分为84.29。通过进行的测试,发现ADL臂在功能上是合格的,相对可接受的,在模拟使用环境中有能力协助ADL的性能。然而,建议进行一些设计修改和临床试验,以克服当前设计的局限性,并证实本研究中获得的结果。
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引用次数: 1
Non-Invasive Diagnosis of Deep Vein Thrombosis to Expedite Treatment and Prevent Pulmonary Embolism During Gestation 妊娠期深静脉血栓的无创诊断加快治疗和预防肺栓塞
Pub Date : 2022-04-11 DOI: 10.1115/dmd2022-1054
Dolly Maiti, S. P. Arunachalam
Deep vein thrombosis (DVT) is the formation of thrombosis or blood clot in the deep veins of the body, usually in the lower extremities or pelvic vein. During this time, a hypercoagulable state results in a higher rate of deep vein thrombosis (DVT) and pulmonary embolism (PE) during gestation and the postnatal stage. PE is the leading cause of maternal death, making early diagnosis and clinical treatment vital to both the mother’s and fetal life. The current technologies for the diagnosis of DVT reduced detection accuracy with increased depth, false negatives when parallel veins are present, and the incompetence of imaging due to factors such as obesity and edema. The drawback of compression ultrasound is that clots may emboli during diagnosis and travel to vital organs such as the heart. In this study a new technological advancement is explored to superior diagnostic methods, and a near infrared device will be able to provide relative measurements of the oxygenation levels of calf veins and can help identify excessive deoxygenation and specific locations. Oxyhemoglobin & deoxyhemoglobin absorbs red light and infra-red lights differently. Oxygenated blood gets absorbed by IR light while deoxygenated gets transmitted. When infrared light is emitted onto a vein, it gets absorbed by the oxygenated hemoglobin and gives an absorbance ratio of output to the input close to 1. Infrared radiation spectroscopy measurements can indicate Δ½HbO2 and Δ½Hb to show a comparison, helping to indicate the presence or absence of a clot. . The circuit is designed with capacitors, resistors, and transistors to act as filters and triggers to pulsate at 20Hz, to pick up biological signals. An Arduino Uno microcontroller helped to process data in order to analyze signal proximity to 0 or 1 to classify DVT and validate the efficacy of using IR for DVT detection Testing of the device allowed for a functionality check to understand whether it was able to pick up signals of oxygenation levels. The 3 tests have insight on the potential of the device; however, the results were inconclusive, due to a lack of sufficient testing. The limitation has been the inability to test on a large sample size and insufficient data, therefore it can’t be said for now whether IR is an effective way of diagnosing DVT. However, since on localized testing, the device seems to be gathering programmed signals, the research can be furthered, and the efficacy can be proved by testing on expecting patients.
深静脉血栓形成(DVT)是在身体的深静脉中形成血栓或血块,通常在下肢或盆腔静脉。在此期间,高凝状态导致妊娠期和产后深静脉血栓形成(DVT)和肺栓塞(PE)的发生率较高。PE是产妇死亡的主要原因,因此早期诊断和临床治疗对母亲和胎儿的生命都至关重要。目前的DVT诊断技术随着深度的增加而降低了检测的准确性,当平行静脉存在时存在假阴性,以及由于肥胖和水肿等因素导致的成像能力不足。压缩超声的缺点是,在诊断过程中,血栓可能会形成栓塞,并转移到心脏等重要器官。本研究探索了一种新的技术进步,以优越的诊断方法,近红外装置将能够提供相对的测量小腿静脉氧合水平,并有助于识别过度脱氧和特定位置。氧合血红蛋白和脱氧血红蛋白吸收红光和红外线的方式不同。含氧血液被红外光吸收,而脱氧血液被传输。当红外光照射到静脉时,它被含氧血红蛋白吸收,输出与输入的吸收比接近1。红外辐射光谱测量可以显示Δ½HbO2和Δ½Hb进行比较,有助于表明是否存在血栓。该电路由电容器、电阻器和晶体管组成,充当滤波器和触发器,以20Hz的频率脉动,以拾取生物信号。Arduino Uno微控制器帮助处理数据,以便分析信号接近0或1来对DVT进行分类,并验证使用IR进行DVT检测的有效性。设备的测试允许进行功能检查,以了解它是否能够拾取氧合水平的信号。这3项测试能够洞察设备的潜力;然而,由于缺乏足够的测试,结果是不确定的。其局限性在于无法在大样本量和数据不足的情况下进行测试,因此目前还不能说IR是否是诊断DVT的有效方法。然而,由于在局部测试中,该设备似乎正在收集编程信号,因此可以进一步研究,并且可以通过对预期患者的测试来证明其有效性。
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引用次数: 0
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2022 Design of Medical Devices Conference
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