Non-Invasive Diagnosis of Deep Vein Thrombosis to Expedite Treatment and Prevent Pulmonary Embolism During Gestation

Dolly Maiti, S. P. Arunachalam
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Abstract

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.
妊娠期深静脉血栓的无创诊断加快治疗和预防肺栓塞
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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