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The Cell-Material Interaction in the Replacement and Regeneration of the Meniscus: A Mini-Review 细胞-物质相互作用在半月板的替换和再生:一个小回顾
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-hfdp46
Alfian Pramudita Putra, K. Nisa, Dita Ayu Mayasari
The meniscus is a part of the knee joint consisting of a medial and lateral component between the femoral condyles and the tibial plateau. Meniscal tears usually happen in younger and active people due to sports or daily activities. Some approaches are chosen for meniscus replacement and regeneration from the problems above, such as meniscal repair, meniscal allograft transplantation, gene therapy techniques, and tissue engineering techniques. Biomaterials and tissue engineering have a primary role in meniscus regeneration and replacement. The cell-material interactions are influenced by the biomaterials' design, structure, and composition to promote the growth o meniscus tissue. This study aims to give a brief review of the cell-material interaction in the replacement and regeneration process of the meniscus. Based on several studies, the use of growth factors in the meniscal regeneration and replacement could modulate and promote angiogenesis, differentiation, and cell migration beneficial in the repair process of the meniscus. Furthermore, combining the Mesenchymal Stem Cells and growth factors in healing the meniscal tears could be one of the best approaches to obtaining the new tissue resembling the meniscal tissue. The follow-up and long-term studies in meniscus regeneration and replacement are needed and recommended, especially implanting with good chondroprotective and long-term evaluation to obtain the best properties similar to the natural meniscus.
半月板是膝关节的一部分,由股骨髁和胫骨平台之间的内侧和外侧组成。由于运动或日常活动,半月板撕裂通常发生在年轻活跃的人群中。从上述问题中选择了一些半月板置换和再生的方法,如半月板修复、半月板同种异体移植、基因治疗技术和组织工程技术。生物材料和组织工程在半月板再生和置换中起着主要作用。生物材料的设计、结构和成分会影响细胞与材料的相互作用,从而促进半月板组织的生长。本研究旨在简要回顾半月板置换和再生过程中细胞与材料的相互作用。基于几项研究,在半月板再生和置换中使用生长因子可以调节和促进血管生成、分化和细胞迁移,有利于半月板的修复过程。此外,将间充质干细胞和生长因子结合治疗半月板撕裂可能是获得类似半月板组织的新组织的最佳方法之一。需要并建议对半月板再生和置换进行随访和长期研究,尤其是植入具有良好软骨保护和长期评估的半月板,以获得与天然半月板相似的最佳性能。
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引用次数: 0
Comparison of Bluetooth Performance for Low-Cost Wireless Stethoscope Implementation in Terms of Data Loss 基于数据丢失的低成本无线听诊器蓝牙性能比较
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-omty2h
Sumber, Endang Dian Setioningsih, Torib Hamzah
An acoustic stethoscope is used to monitor the patient's heart sounds. Stethoscope generally serves as a medium for detecting pathogens in patients. Many studies on digital stethoscopes use condenser microphones to detect heart sound signals whether using wireless systems or not. The purpose of this study was to compare the performance of low-cost stethoscopes with two Bluetooth types of HC05, and HC06, in which researchers evaluated the amount of data transmitted, baud rate, and different distances via wireless transmission to facilitate the diagnosis of medical personnel. process to the patient. There is no reduction in the function of the device so doctors can still see pathogen signals from patients even at a distance. The system is built by transmitting data via Bluetooth and the signal is displayed and recorded on a personal computer. The statistical comparison of the two types of Bluetooth between types HC05 and HC06 obtained test results p > 0.05 which indicates that there is no significant difference between the results of sending hc05 and HC06 using baud levels of 9600, 38400, and 115200. However, data loss in trials using HC-06 in terms of biosignals can be detrimental to the patient because it eliminates the patient's heart sound information data. In this study, it can be considered that the use of HC05 is better than HC06.
声学听诊器用于监测患者的心音。听诊器通常用作检测患者病原体的介质。许多关于数字听诊器的研究使用电容式麦克风来检测心音信号,无论是否使用无线系统。本研究的目的是比较低成本听诊器与HC05和HC06两种蓝牙类型的性能,其中研究人员评估了通过无线传输的数据量、波特率和不同距离,以便于医务人员的诊断。过程。该设备的功能没有减少,因此即使在远处,医生仍然可以看到来自患者的病原体信号。该系统是通过蓝牙传输数据建立的,信号显示并记录在个人电脑上。HC05和HC06两种蓝牙类型的统计比较得到的测试结果p>0.05,这表明使用9600、38400和115200的波特率发送HC05和HC 06的结果之间没有显著差异。然而,在使用HC-06的试验中,生物信号方面的数据丢失可能对患者有害,因为它消除了患者的心音信息数据。在本研究中,可以认为HC05的使用优于HC06。
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引用次数: 2
Smart Helmet GPS-Based for Heartbeat Drowsiness Detection and Location Tracking 基于智能头盔GPS的心跳睡意检测与位置跟踪
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-wk322k
Fahrurrasyid, Gita Hapsari, Lisda Meisaroh, Giva Andriana Mutiara
In Indonesia, motorcycle traffic accidents have increased rapidly. Traffic accidents result in high mortality. One of the causes is influenced by human psychological factors or human error. However, to improve the behavior of the riders and due reducing traffic accidents, the purpose of this research is developed a Smart Helmet that can detect drowsiness by measuring the heartbeats psychological riders. Besides that, this system equipped with an SOS button. Its function is to detect and help the riders if there were any emergency incidents on the roads. This proposed system designed using a heartbeat pulse sensor, GPS module, GSM module, Arduino Nano, push-button, and buzzer. Smart Helmet examined in several scenarios to test the performance of the drowsiness and the SOS button. The resulting test on 10 respondents defined that the drowsiness can be detected and give a buzzer alert when the heartbeat is below 60 bpm. The information can be seen without delay. The incident location can be tracked down by utilizing the google maps application. The shift position as the error distance of the GPS incident location only happens in the range of 21.96-42.63 meters. The conclusion is the helmet can detect drowsiness based on heartrate and give an alarm. The SOS button is functionally properly as long as the helmet is used in the outdoor area.
在印度尼西亚,摩托车交通事故迅速增加。交通事故导致高死亡率。其中一个原因是受人类心理因素或人为失误的影响。然而,为了改善骑手的行为,减少交通事故,本研究的目的是开发一种智能头盔,该头盔可以通过测量骑手的心跳心理来检测嗜睡。除此之外,该系统还配备了SOS按钮。它的功能是在道路上发生任何紧急事件时检测并帮助骑手。该系统采用心跳脉冲传感器、GPS模块、GSM模块、Arduino Nano、按钮和蜂鸣器设计。智能头盔在几个场景中进行了测试,以测试嗜睡和SOS按钮的性能。对10名受访者进行的测试表明,当心跳低于60 bpm时,可以检测到嗜睡并发出蜂鸣器警报。可以毫不拖延地看到这些信息。事故地点可以通过使用谷歌地图应用程序来追踪。作为GPS事件位置的误差距离的偏移位置仅发生在21.96-42.63米的范围内。结论是头盔可以根据心率检测睡意并发出警报。只要在户外区域使用头盔,SOS按钮的功能就正常。
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引用次数: 0
Hand Exoskeleton Development Based on Voice Recognition Using Embedded Machine Learning on Raspberry Pi 基于嵌入式机器学习的Raspberry Pi语音识别手骨架开发
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-ghjg94
Triwiyanto Triwiyanto, Endro Yulianto, Sari Luthfiyah, S. D. Musvika, Anita Miftahul Maghfiroh, M. R. Mak'ruf, D. Titisari, S.B. Ichwan
The choice of using speech to control the exoskeleton is based on the number of exoskeletons that are controlled using the EMG signal, where the EMG signal itself has the weakness of the complexity of the signal which is influenced by the position of the electrodes, as well as muscle fatigue. The purpose of this research is to develop an exoskeleton device using voice control based on embedded machine learning on a Raspberry Pi minicomputer. In this study, two feature extraction types namely mel-frequency cepstral coefficient (MFCC) and zero-crossing (ZC), and two machine learning algorithms, namely K-nearest Neighbor (K-NN) and Decision Tree (DT) were evaluated. The hand exoskeleton development consists of 3D hand design, microphone, Raspberry Pi 4B+, PCA9685 servo driver, and servo motor. Microphone was used to record voice commands given. After model evaluation, it was found that the MFCC extraction combined with the K-NN algorithm and the best accuracy (96±7.0%). In the implementation, we found that the accuracy is 79±14.46% and 90±14.14% for open and close commands.
使用语音控制外骨骼的选择是基于使用肌电信号控制的外骨骼的数量,其中肌电信号本身具有信号复杂性的弱点,受电极位置的影响,以及肌肉疲劳。本研究的目的是在树莓派微型计算机上开发一种基于嵌入式机器学习的语音控制外骨骼设备。在本研究中,评估了两种特征提取类型,即低频倒谱系数(MFCC)和过零(ZC),以及两种机器学习算法,即k -近邻(K-NN)和决策树(DT)。手外骨骼开发由3D手设计、麦克风、树莓派4B+、PCA9685伺服驱动器和伺服电机组成。麦克风被用来记录语音指令。经过模型评估,发现MFCC与K-NN算法结合提取准确率最高(96±7.0%)。在实现中,我们发现打开和关闭命令的准确率分别为79±14.46%和90±14.14%。
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引用次数: 2
Classification of Pulmonary Crackle and Normal Lung Sound Using Spectrogram and Support Vector Machine 用频谱图和支持向量机对肺裂和正常肺音的分类
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-tf63b7
Achmad Rizal, W. Priharti, Dien Rahmawati, Husneni Mukhtar
Crackles is one of the types of adventitious lung sound heard in patients with interstitial pulmonary fibrosis or cystic fibrosis. Pulmonary crackles of discontinuous short duration appear on inspiration, expiration, or both. To differentiate these pulmonary crackles, the medical staff usually uses a manual method, called auscultation. Various methods were developed to recognize pulmonary crackles and distinguish them from normal pulmonary sounds to be applied in digital signal processing technology. This paper demonstrates a feature extraction method to classify pulmonary crackle and normal lung sounds using Support Vector Machine (SVM) method using several kernels by performing spectrograms of the pulmonary sound to generate the frequency profile. Spectrograms with various resolutions and 3-fold cross-validation were used to divide the training data and the test data in the testing process. The resulting accuracy ranges from 81.4% - 100%. More accuracy values of 100% are generated by a feature extraction in several SVM kernels using 256 points FFT with three variations of windowing parameters compared to 512 points, where the best accuracy of 100% was produced by STFT-SVM method. This method has a potential to be used in the classification of other biomedical signals. The advantages of that are that the number of features produced is the same as the N-point FFT used for any signal length, the flexibility in the STFT parameters changes, such as the type of window and the window's length. In this study, only the Keiser window was tested with specific parameters. Exploration with different window types with various parameters is fascinating to do in further research.
噼啪声是间质性肺纤维化或囊性肺纤维化患者常听到的不定音之一。吸气、呼气或同时吸气、呼气时出现间断的短时间肺爆裂声。为了区分这些肺裂纹,医务人员通常使用一种称为听诊的手动方法。在数字信号处理技术中应用了多种方法来识别肺裂纹声并将其与正常的肺声音区分开来。本文提出了一种基于多核支持向量机(SVM)的特征提取方法,通过对肺部声音进行频谱图生成频率分布图,对肺裂音和正常肺音进行分类。在测试过程中,使用不同分辨率的谱图和3倍交叉验证来分割训练数据和测试数据。结果准确度在81.4% - 100%之间。与STFT-SVM方法产生的512点准确率相比,使用256点FFT和三种不同的窗口参数在多个SVM核中进行特征提取产生的准确率更高,达到100%。该方法在其他生物医学信号的分类中具有应用潜力。这样做的优点是产生的特征数量与用于任何信号长度的n点FFT相同,STFT参数的灵活性发生了变化,例如窗口的类型和窗口的长度。在本研究中,仅对keizer窗口进行了特定参数的测试。在进一步的研究中,利用不同的窗口类型和不同的参数进行探索是很有吸引力的。
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引用次数: 4
Dengue Virus Detection in Dengue Hemorrhagic Fever Patients Using the NS1 Antigen-Based Test with Immunochromatography and SDS-Page Methods in the Regional General Hospital of Kendari City 基于NS1抗原的免疫层析和SDS-Page法检测肯达里市地区总医院登革出血热患者的登革病毒
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-3zkax3
S. A. Rasyid, Sugireng, Nurnaningsih, Sanatang, Suwarny
Dengue Hemorrhagic Fever is one of the diseases that widely damages people; this disease is always found in tropical and subtropical regions, especially in Southeast Asia, Africa, and North Amerika [1]
登革出血热是广泛危害人类的疾病之一;本病常见于热带和亚热带地区,特别是东南亚、非洲和北美洲
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引用次数: 0
Nuclear Medicine Facility Design in Indonesia Based on National Regulation and International Guidelines 基于国家法规和国际准则的印度尼西亚核医学设施设计
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-zo9y4u
A. Mayani, Basari
Nuclear medicine is a medical science that utilizes radionuclide with gamma ray radiation energy to ionizing the patient’s object either aimed for diagnostic imaging or cancer therapy. Total number of nuclear medicine facilities in Indonesia is 17 hospitals. Unfortunately, there are only 10 hospitals that actively carrying out nuclear medicine services. In order to support the Indonesia cancer management commitment program, the Ministry of Health urges the nuclear medicine facility in Indonesia need to be improved both the quality and facility’s requirement. The standard of nuclear medicine facility services in Indonesia is regulated by the Ministry of Health decree number 008/ MENKES/SK/I/2009, yet unfortunately it has not regulated any specified facility’s technical requirements including layout design, mechanical and electrical aspects. Hence, in this research, we conducted a literature review on the nuclear medicine service facilities’ requirements, referring to the Ministry of Health, the Indonesia Nuclear Energy Agency, and the International Health Facility Guidelines. We conducted thoroughly field observations in ten nuclear medicine facilities in Indonesia to propose the technical requirements and room’s layout design recommendations for nuclear medicine facility in Indonesia. In conclusion of this investigation, the availability of room, utility and instrumentation of nuclear medicine in Indonesia mostly meet the International guidelines, except the room construction aspect. Therefore, our study will promote this shortcoming to fulfill the facility’s requirement recommendation in new regulation of nuclear medicine facilities in Indonesia in the near future for the sake of better patients’ and healthworkers’ safety.
核医学是利用放射性核素与伽马射线辐射能量电离病人的物体,目的是诊断成像或癌症治疗的医学科学。印度尼西亚核医学设施的总数是17家医院。不幸的是,只有10家医院积极开展核医学服务。为了支持印度尼西亚癌症管理承诺方案,卫生部敦促提高印度尼西亚核医学设施的质量和设施要求。印度尼西亚的核医学设施服务标准由卫生部第008/ MENKES/SK/I/2009号法令规定,但遗憾的是,它没有规定任何具体设施的技术要求,包括布局设计、机械和电气方面。因此,在本研究中,我们参考了卫生部、印度尼西亚核能机构和国际卫生设施指南,对核医学服务设施的要求进行了文献回顾。我们对印尼10个核医学设施进行了深入的实地考察,提出了印尼核医学设施的技术要求和机房布置设计建议。本次调查的结论是,除了房间建设方面,印度尼西亚核医学的房间、公用事业和仪器的可用性基本符合国际准则。因此,我们的研究将促进这一缺陷,以满足印度尼西亚核医学设施新法规对设施的要求建议,以更好地保障患者和卫生工作者的安全。
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引用次数: 1
Optimal Long Distance ECG Signal Data Delivery Using LoRa Technology 基于LoRa技术的最佳远距离心电信号数据传输
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-6z381m
P. C. Nugraha, I. D. H. Wisana, D. Titisari, Farid Amrinsani
Cardiovascular disease is the leading cause of death in the world and the number one killer in Indonesia, with a mortality rate of 17.05%. The target of this research is to increase the range of electrocardiograph (ECG) equipment using LoRa Technology. With LoRa Technology, it is expected that the data transmission process can run effectively and produce an accurate ECG signal and minimal noise. The research method is by sending a heart signal from the ECG simulator by the microcontroller via LoRa Technology which is received by the PC (Personal Computer) and the ECG signal is displayed on the PC display. The most optimal setting will be obtained from the sender-receiver distance and baudrate by measuring data loss and delay. In this study, the simulated cardiac signal from the phantom ECG is fed to an analog signal processing circuit, then the signal is converted to digital and digitally filtered on the microcontroller, then the signal is sent via the LoRa HC-12 Transceiver to a PC with baudrate, distance and barrier settings. The results obtained are that data transmission can be carried out at a distance of 175 meters without a barrier and a distance of 50 meters with a barrier. This remote ECG equipment can detect heart signals and the results can be sent to a PC using LoRa Technology. The implication is that the transmission of ECG signal data via the Lora HC-12 Transceiver media can be carried out optimally at the 9600 baudrate setting.
心血管疾病是世界上死亡的主要原因,也是印度尼西亚的头号杀手,死亡率为17.05%。本研究的目标是增加使用LoRa技术的心电图设备的范围。利用LoRa技术,可以有效地进行数据传输,产生准确的心电信号和最小的噪声。研究方法是单片机通过LoRa技术将心电模拟器发出的心电信号发送给PC机接收,并在PC机显示器上显示心电信号。通过测量数据丢失和延迟,从发送端和接收端距离和波特率得到最优设置。在本研究中,将模拟心电的模拟心脏信号送入模拟信号处理电路,在单片机上进行数字转换和数字滤波,然后通过LoRa HC-12收发器发送到具有波特率、距离和屏障设置的PC机。结果表明,在无障碍物的情况下,数据传输距离可达175米,在有障碍物的情况下,数据传输距离可达50米。该远程心电设备可以检测心脏信号,并通过LoRa技术将检测结果发送到上位机。这意味着通过Lora HC-12收发器介质传输心电信号数据可以在9600波特率设置下进行最佳传输。
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引用次数: 0
Development of Electromyography Signal Contraction Detection Using the Double Threshold Method for Controlling Wheelchair 基于双阈值法的轮椅肌电信号收缩检测的研制
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-04pbd2
Endro Yulianto, Heru Wildan Muzakkir, Triwiyanto Triwiyanto, P. C. Nugraha, Moch P. Prastawa, Lamidi
The consequence of spinal cord injury (SCI) is the malfunction of some parts of the body. This observation especially applies to trauma at the cervical level, because both patients' hands and legs are no longer functioning. The purpose of this study was to determine the mechanism of the comparator treshold system in electric wheelchairs for patients with paralysis. The research contribution is to get a treshold mechanism that can make a wheelchair run smoothly without being affected by the strength of the user's unstable muscle contractions. To set the muscle reference value, connect the transmitter to Android using USB Cable. On Android there are 2 settings modes, namely manual and auto settings. The method used in auto mode is the transmitter will take 100 contraction and 100 relaxation data and multiplied by certain constants to get the upper and lower threshold values. In setting the threshold manually, the value is set based on the strength of the patient's contractions that are displayed on Android manually. Where in the threshold setting manually obtained response 93.3% of forward movement, 100% of turn left movement, 100% of turn right movement and 93.3% of backward movement. Meanwhile, the threshold setting automatically gets 80% response for forward movements, 93.3% for turn left movements, 86.6% for turn right movements and 93.3% for backward movements. The results of the tapping into 4 parts of the muscle can be implemented to detect muscle contractions so that the wheelchair can move according to orders. The problem obtained in this study is that there are many tapping points on the face so that it interferes with the comfort and time of installing electrodes on the face, also the patient's muscle reference setting system on Android still needs the help of others. In the future, it is expected to reduce tapping points and improve the efficiency of muscle threshold settings.
脊髓损伤(SCI)的后果是身体某些部位的功能障碍。这一观察结果尤其适用于颈部创伤,因为患者的手和腿都不再起作用。本研究的目的是确定电动轮椅中比较支架系统对瘫痪患者的作用机制。这项研究的贡献是获得了一种支架机制,可以使轮椅平稳运行,而不受使用者不稳定肌肉收缩强度的影响。要设置肌肉参考值,请使用USB电缆将发射器连接到Android。在Android上有两种设置模式,即手动和自动设置。在自动模式中使用的方法是,变送器将获得100个收缩和100个松弛数据,并乘以某些常数,以获得上限和下限阈值。在手动设置阈值时,该值是根据Android上手动显示的患者收缩强度设置的。其中,在阈值设置中,手动获得93.3%的向前移动、100%的向左移动、100%向右移动和93.3%的向后移动的响应。同时,阈值设置自动获得80%的前向运动响应,93.3%的左转向运动响应,86.6%的右转向运动响应和93.3%的后向运动响应。敲击肌肉的4个部分的结果可以用来检测肌肉收缩,这样轮椅就可以根据命令移动。这项研究中得出的问题是,脸上有很多敲击点,干扰了在脸上安装电极的舒适性和时间,而且安卓系统上的患者肌肉参考设置系统仍然需要其他人的帮助。未来,它有望减少敲击点,提高肌肉阈值设置的效率。
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引用次数: 0
Near Infrared LEDs-Based Non-Invasive Blood Sugar Testing for Detecting Blood Sugar Levels on Diabetic Care 基于近红外LED的无创血糖测试用于检测糖尿病护理中的血糖水平
IF 0.7 Q4 ENGINEERING, BIOMEDICAL Pub Date : 2022-03-28 DOI: 10.4028/p-vthp40
Siti Badriah, Yanyan Bahtiar, A. Andang
Diabetes Mellitus, with its rapid development and various complications that have caused it, has become one of the deadliest diseases in the world. Early detection efforts to raise blood sugar levels can help to avoid a variety of complications. Measuring devices are needed to find out blood sugar levels detect how much sugar is in the blood. The blood sugar measuring device is invasive by taking blood from capillaries tested both in the lab and using portable testing instruments. The use of this tool results in discomfort, pain, and trauma for the patient. The purpose of this study was to determine the degree of sensitivity of the NIR LED sensor on the thumb to the little finger to the reading of light reflections coming out of body tissues.. Currently, the index finger is often used as a medium to find out how much blood sugar is in non-invasive blood sugar measurements. The other four fingers' sensitivity is unknown at this time. Because the use of the index finger, which is located in the middle, can make activities difficult at times, information on the sensitivity level of the other fingers is required. This paper discusses the sensitivity of placing the NIR LED sensor on the five fingers to determine the most sensitive finger with the best response. Based on the testing results of 15 samples, Although the index finger receives the most significant stress, the correlation and linear regression tests show that the thumb has the closest relationship with the R2 = 0.6841. With this research, a test instrument with higher sensitivity for Diabetes can be developed by placing the sensor in a comfortable area. The implication is that the results of this study can be recommended to use the thumb as an alternative to the placement of the NIR LED sensor to measure blood sugar levels non-invasively in DM patients.
糖尿病随着其迅速发展和各种并发症,已成为世界上最致命的疾病之一。提高血糖水平的早期检测可以帮助避免各种并发症。需要测量设备来检测血糖水平检测血液中有多少糖。血糖测量装置是侵入性的,通过在实验室和使用便携式测试仪器从毛细血管中采集血液进行测试。使用这种工具会给患者带来不适、疼痛和创伤。本研究的目的是确定拇指到小指上的近红外LED传感器对读出身体组织反射的光的敏感度。目前,在无创血糖测量中,经常使用食指作为测量血糖的媒介。其他四个手指的敏感度目前尚不清楚。由于使用位于中间的食指有时会使活动变得困难,因此需要其他手指的敏感程度信息。本文讨论了将近红外LED传感器放置在五个手指上的灵敏度,以确定响应最佳的最灵敏手指。从15个样本的测试结果来看,虽然食指受到的应力最显著,但相关和线性回归检验表明,拇指与应力的关系最密切,R2 = 0.6841。通过这项研究,将传感器放置在舒适的区域,可以开发出具有更高灵敏度的糖尿病测试仪器。这意味着,本研究的结果可以推荐使用拇指作为放置近红外LED传感器的替代方案,以无创地测量糖尿病患者的血糖水平。
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引用次数: 3
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