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  Biomedical Engineering Articles

  Jul 29, 2022

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  • 海外加速器永久免费版  
  • Cezary Mazurek  
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  • Jean-Marie Moureaux  
  • Amine Chaabouni  

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  The amount of medical video data that has to be securely stored has been growing exponentially. This rapid expansion is mainly caused by the introduction of higher video resolution such as 4K and 8K to medical devices and the growing usage of telemedicine services, along with a general trend toward increasing transparency with respect to medical treatment, resulting in more and more medical procedures being recorded. Such video data, as medical data, must be maintained for many years, resulting in datasets at the exabytes scale that each hospital must be able to store in the future. Currently, hospitals do not have the required information and communications technology infrastructure to handle such large amounts of data in the long run. In this paper, we discuss the challenges and possible solutions to this problem. We propose a generic architecture for a holistic, end-to-end recording and storage platform for hospitals, define crucial components, and identify existing and future solutions to address all parts of the system. This paper focuses mostly on the recording part of the system by introducing the major challenges in the area of bioinformatics, with particular focus on three major areas: video encoding, video quality, and video metadata.

  • JMIR Biomed Eng 2022;5(1):e18139
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  Biomedical Engineering Articles

  Jul 27, 2022

  Robust Feature Engineering for Parkinson Disease Diagnosis: New Machine Learning Techniques

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  • Max Wang  
  • Wenbo Ge  
  • Deborah Apthorp  
  • Hanna Suominen  

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  Background: Parkinson disease (PD) is a common neurodegenerative disorder that affects between 7 and 10 million people worldwide. No objective test for PD currently exists, and studies suggest misdiagnosis rates of up to 34%. Machine learning (ML) presents an opportunity to improve diagnosis; however, the size and nature of data sets make it difficult to generalize the performance of ML models to real-world applications. Objective: This study aims to consolidate prior work and introduce new techniques in feature engineering and ML for diagnosis based on vowel phonation. Additional features and ML techniques were introduced, showing major performance improvements on the large mPower vocal phonation data set. Methods: We used 1600 randomly selected /aa/ phonation samples from the entire data set to derive rules for filtering out faulty samples from the data set. The application of these rules, along with a joint age-gender balancing filter, results in a data set of 511 PD patients and 511 controls. We calculated features on a 1.5-second window of audio, beginning at the 1-second mark, for a support vector machine. This was evaluated with 10-fold cross-validation (CV), with stratification for balancing the number of patients and controls for each CV fold. 免费加速器安卓 We showed that the features used in prior literature do not perform well when extrapolated to the much larger mPower data set. Owing to the natural variation in speech, the separation of patients and controls is not as simple as previously believed. We presented significant performance improvements using additional novel features (with 88.6% certainty, derived from a Bayesian correlated t test) in separating patients and controls, with accuracy exceeding 58%. Conclusions: The results are promising, showing the potential for ML in detecting symptoms imperceptible to a neurologist.

  • JMIR Biomed Eng 2022;网络加速器下载免费版:e13611
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    立马游戏加速器下载-立马游戏加速器v3.5.4官方免费版 ...:2021-1-31 · 立马游戏加速器是一款专业稳定的加速器工具，顶级线路专用于降低网络延迟，并根据用户和游戏服务器所在地智能选择优质线路，立马加速器给您带来顺畅的海内外游戏体验。 软伀特色 游戏快人一步 高速线路，极致稳定节点， 更快连接游戏，极速畅玩更有优势! 海外加速器永久免费版

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  Biomedical Engineering Articles

  Jul 21, 2022

  Effect of Platform Swing Walkway on Locomotor Behavior in Children With Diplegic Cerebral Palsy: Randomized Controlled Trial

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  • Hanaa Mohsen  
  • Omnya Samy  

  Abstract:

  Background: Limited attention has been given to the effectiveness of the platform swing walkway, which is a common way to improve gait pattern through activation of sensory stimuli (visual, auditory, vestibular, and somatosensory). 加速使器免费 The objective of this study was to determine the effect of a platform swing walkway on gait parameters in children with diplegic cerebral palsy (CP). 免费海外加速器破解版 A total of 30 children of both sexes (aged 6-8 years) with diplegic CP were enrolled in this study. They were randomly assigned into two groups of equal number: the control group (n=15) and the study group (n=15). The control group received the conventional physical therapy plan, whereas the study group received the same conventional physical therapy program in addition to gait training on a platform swing walkway. Temporal parameters during the gait cycle were collected using gait tracker video analysis, and the Growth Motor Function Measure Scale (GMFM-88) was used to assess standing and walking (Dimensions D and E) before and after the treatment program. Results: A statistically significant improvement in both groups was noted when comparing the mean values of all measured variables before and after treatment (P≤.05). There were significant differences between the control and study groups with respect to all measured variables, which favored the study group when comparing the posttreatment outcomes (P≤.05). Conclusions: Results suggest that gait training on platform swing walkways can be included as an alternative therapeutic modality to enhance gait parameters and gross motor function in children with diplegic CP. Trial Registration: ClinicalTrials.gov NTC04246658; http://clinicaltrials.gov/ct2/show/NTC04246658

  • JMIR Biomed Eng 2022;5(1):e18232

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    立马游戏加速器下载_立马游戏加速器官方版220-Win8系统之家:2021-1-20 · Steam游戏卡顿怎么办？游戏加速器免费下载 2021-02-20 好用的网游加速器有哪些？5款好用的网游加速器免费下载 2021-01-26 Win7系统局域网共享如何设置？2021-06-09 Win7系统提示未安装伅何音频输出设备如何解决？2021-06-09

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  Biomedical Engineering Reviews

  Jul 21, 2022

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  • MReza Naeemabadi  
  • 免费加速器  
  • Samira Najafi  
  • Birthe Dinesen  
  • John Hansen  

  Abstract:

  Background: Telerehabilitation programs are designed with the aim of improving the quality of services as well as overcoming existing limitations in terms of resource management and accessibility of services. This review will collect recent studies investigating telerehabilitation programs for patients with knee osteoarthritis while focusing on the technologies and services provided in the programs. Objective: The main objective of this review is to identify and discuss the modes of service delivery and technologies in telerehabilitation programs for patients with knee osteoarthritis. The gaps, strengths, and weaknesses of programs will be discussed individually. Methods: Studies published in English since 2000 were retrieved from the EMBASE, Scopus, Web of Science, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PubMed, Physiotherapy Evidence Database (PEDro), and PsycINFO databases. The search words “telerehabilitation,” “telehealth,” “telemedicine,” “teletherapy,” and “ehealth” were combined with “knee” and “rehabilitation” to generate a data set of studies for screening and review. The final group of studies reviewed here includes those that implemented teletreatment for patients for at least 2 weeks of rehabilitation. Results: In total, 1198 studies were screened, and the full text of 154 studies was reviewed. Of these, 38 studies were included, and data were extracted accordingly. Four modes of telerehabilitation service delivery were identified: phone-based, video-based, sensor-based, and expert system–based telerehabilitation. The intervention services provided in the studies included information, training, communication, monitoring, and tracking. Video-based telerehabilitation programs were frequently used. Among the identified services, information and educational material were introduced in only one-quarter of the studies. Conclusions: Video-based telerehabilitation programs can be considered the best alternative solution to conventional treatment. This study shows that, in recent years, sensor-based solutions have also become more popular due to rapid developments in sensor technology. Nevertheless, communication and human-generated feedback remain as important as monitoring and intervention services.

  • JMIR Biomed Eng 2022;5(1):e16991
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      太良心了无限使用免费加速器_哔哩哔哩 (゜-゜)つロ 干杯~-bilibili:2021-8-14 · 【免费加速器】2021年最好用的3款免费加速器，效果秒杀uu 加速器！死神DerTod 5.0万播放 · 62弹幕 02:29 免费加速器! 2021年最新4款免费的游戏加速器. 努力提升的小宇同学 2.2万播放 · 28弹幕 ...

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  Biomedical Engineering Viewpoints

  Jul 3, 2022

  Innovation in Pediatric Medical Devices: Proceedings From The West Coast Consortium for Technology & Innovation in Pediatrics 2022 Annual Stakeholder Summit

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  • Juan Espinoza  
  • Kathryne Cooper  
  • 手机免费加速器  
  • Payal Shah  
  • Sriharinarayana Batchu  
  • Yaniv Bar-Cohen  

  Abstract:

  Pediatric medical devices cover a broad array of indications and risk profiles, and have helped to reduce disease burden and improve quality of life for numerous children. However, many of the devices used in pediatrics are not intended for or tested on children. Several barriers have been identified that pose difficulties in bringing pediatric medical devices to the market. These include a small market and small sample size; unique design considerations; regulatory complexities; lack of infrastructure for research, development, and evaluation; and low return on investment. In 2007, the Food and Drug Administration (FDA) created the Pediatric Device Consortia (PDC) Grants Program under the administration of the Office of Orphan Products Development. In 2018, the FDA awarded over US $30 million to five new PDCs. The West Coast Consortium for Technology & Innovation in Pediatrics (CTIP) is one of these PDCs and is centered at the Children’s Hospital Los Angeles. In February 2022, CTIP convened its primary stakeholders to discuss its priorities and activities for the new grant cycle. In this paper, we have presented a report of the summit proceedings to raise awareness and advocate for patients and pediatric medical device innovators as well as to inform the activities and priorities of other organizations and agencies engaged in pediatric medical device development.

  • 加速器破解版 2022;5(1):e17467
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  Biomedical Engineering Articles

  Jun 12, 2022

  立马加速器免费版

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  • Donna L Coffman  
  • Xizhen Cai  
  • 免费海外加速器破解版  
  • Noelle R Leonard  

  网络加速器下载免费版

  Background: Ambulatory assessment of electrodermal activity (EDA) is an emerging technique for capturing individuals’ autonomic responses to real-life events. There is currently little guidance available for processing and analyzing such data in an ambulatory setting. Objective: This study aimed to describe and implement several methods for preprocessing and constructing features for use in modeling ambulatory EDA data, particularly for measuring stress. Methods: We used data from a study examining the effects of stressful tasks on EDA of adolescent mothers (AMs). A biosensor band recorded EDA 4 times per second and was worn during an approximately 2-hour assessment that included a 10-min mother-child videotaped interaction. The initial processing included filtering noise and motion artifacts. 立马加速器免费版 We constructed the features of the EDA data, including the number of peaks and their amplitude as well as EDA reactivity, quantified as the rate at which AMs returned to baseline EDA following an EDA peak. Although the pattern of EDA varied substantially across individuals, various features of EDA may be computed for all individuals enabling within- and between-individual analyses and comparisons. Conclusions: The algorithms we developed can be used to construct features for dry-electrode ambulatory EDA, which can be used by other researchers to study stress and anxiety.

  • JMIR Biomed Eng 2022;5(1):e17106
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  Biomedical Engineering Articles

  Apr 23, 2022

  立马游戏加速器官方下载_立马游戏加速器电脑版下载_立马 ...:2021-9-26 · 立马游戏加速器，电竞级网游加速器，专注于降低网游延迟，全球极速节点，为用户智能选择优质线路，带来顺畅的海内外游戏体验。51下载为你提供立马游戏加速器官方免费下载。 立马游戏加速器软伀特色 1.降低游戏延迟，连接更稳定

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  • Ville Vesterinen  
  • Niina Rinkinen  
  • 海外加速器永久免费版  

  Abstract:

  Background: Heart rate (HR) and heart rate variability (HRV) measurements are widely used to monitor stress and recovery status in sedentary people and athletes. However, effective HRV monitoring should occur on a daily basis because sparse measurements do not allow for a complete view of the stress-recovery balance. Morning electrocardiography (ECG) measurements with HR straps are time-consuming and arduous to perform every day, and thus compliance with regular measurements is poor. Contact-free, ballistocardiography (BCG)-based Emfit QS is effortless for daily monitoring. However, to the best of our knowledge, there is no study on the accuracy of nocturnal HR and HRV measured via BCG under real-life conditions. Objective: The aim of this study was to evaluate the accuracy of Emfit QS in measuring nocturnal HR and HRV. 免费海外加速器破解版 Healthy participants (n=20) completed nocturnal HR and HRV recordings at home using Emfit QS and an ECG-based reference device (Firstbeat BG2) during sleep. Emfit QS measures BCG by a ferroelectret sensor installed under a bed mattress. HR and the root mean square of successive differences between RR intervals (RMSSD) were determined for 3-minute epochs and the sleep period mean. Results: A trivial mean bias was observed in the mean HR (mean –0.8 bpm [beats per minute], SD 2.3 bpm, P=.15) and Ln (natural logarithm) RMSSD (mean –0.05 ms, SD 0.25 ms, P=.33) between Emfit QS and ECG. In addition, very large correlations were found in the mean values of HR (r=0.90, P<.001) and Ln RMSSD (r=0.89, P<.001) between the devices. A greater amount of erroneous or missing data (P<.001) was observed in the Emfit QS measurements (28.3%, SD 14.4%) compared with the reference device (1.1%, SD 2.3%). The results showed that 5.0% of the mean HR and Ln RMSSD values were outside the limits of agreement. Conclusions: Based on the present results, Emfit QS provides nocturnal HR and HRV data with an acceptable, small mean bias when calculating the mean of the sleep period. Thus, Emfit QS has the potential to be used for the long-term monitoring of nocturnal HR and HRV. However, further research is needed to assess reliability in HR and HRV detection.

  • JMIR Biomed Eng 海外加速器永久免费版;5(1):e16620
  • GTA5有什么好用的加速器推荐?立马加速器免费体验_牛游戏 ...:2021-5-13 · 现在注册立马游戏加速器，注册即可获得48小时免费加速时间，关注官方公众号可伃再领取48小时免费时间。每周、每月各种精彩活动，白嫖都不是问题。多个电竞赛事唯一指定专业游戏加速器，加速效果好，质量有保障，是玩游戏网络稳定不二之选。

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  Biomedical Engineering Articles

  Apr 22, 2022

  Heart Rate and Oxygen Saturation Monitoring With a New Wearable Wireless Device in the Intensive Care Unit: Pilot Comparison Trial

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  • 加速器免费版  
  • 手机免费加速器  
  • Tiziano Cassina  
  • Stephane Cook  
  • 网络加速器下载免费版  

  Abstract:

  免费海外加速器破解版 Continuous cardiac monitoring with wireless sensors is an attractive option for early detection of arrhythmia and conduction disturbances and the prevention of adverse events leading to patient deterioration. We present a new sensor design (SmartCardia), a wearable wireless biosensor patch, for continuous cardiac and oxygen saturation (SpO₂) monitoring. 手机免费加速器 This study aimed to test the clinical value of a new wireless sensor device (SmartCardia) and its usefulness in monitoring the heart rate (HR) and SpO₂ of patients. Methods: We performed an observational study and monitored the HR and SpO₂ of patients admitted to the intensive care unit (ICU). We compared the device under test (SmartCardia) with the ICU-grade monitoring system (Dräger-Healthcare). We defined optimal correlation between the gold standard and the wireless system as <10% difference for HR and <4% difference for SpO₂. Data loss and discrepancy between the two systems were critically analyzed. Results: A total of 58 ICU patients (42 men and 16 women), with a mean age of 71 years (SD 11), were included in this study. A total of 13.49 (SD 5.53) hours per patient were recorded. This represents a total recorded period of 782.3 hours. The mean difference between the HR detected by the SmartCardia patch and the ICU monitor was 5.87 (SD 16.01) beats per minute (bias=–5.66, SD 16.09). For SpO₂, the average difference was 3.54% (SD 3.86; bias=2.9, SD 4.36) for interpretable values. SmartCardia’s patch measures SpO₂ only under low-to-no activity conditions and otherwise does not report a value. Data loss and noninterpretable values of SpO₂ represented 26% (SD 24) of total measurements. Conclusions: The SmartCardia device demonstrated clinically acceptable accuracy for HR and SpO₂ monitoring in ICU patients.

  • JMIR Biomed Eng 2022;5(1):e18158
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    立马游戏加速器下载_立马游戏加速器v2.2下载 - 全方位下载:2021-6-1 · 立马游戏加速器，电竞级网游加速器，专注于降低网游延迟，全球极速节点，为用户智能选择优质线路，带来顺畅的海内外游戏体验。 软伀特色 1、降低游戏延迟，连接更稳定 全球高速专线，极速畅玩游戏，高智能处理模块，实现零丢包 2、智能选择最优路线 网络加速器下载免费版

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    立马游戏加速器APP下载_官方V3.2立马游戏加速器安卓最新 ...:2021-5-25 · 立马游戏加速器介绍 玩游戏卡，用立马加速器，立马加速，摆脱延迟卡顿，不掉线稳定网络轻松畅玩游戏。立马游戏加速器根据用户和游戏服务器所在地智能选择最优线路，带来最顺畅的海内外游戏体验。 软伀功能介绍 1、降低游戏延迟，连接更稳定

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  Biomedical Engineering Articles

  Apr 14, 2022

  Longitudinal Magnetic Resonance Imaging as a Potential Correlate in the Diagnosis of Alzheimer Disease: Exploratory Data Analysis

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  • Afreen Khan  
  • Swaleha Zubair  

  立马加速器免费版

  Background: Alzheimer disease (AD) is a degenerative progressive brain disorder where symptoms of dementia and cognitive impairment intensify over time. Numerous factors exist that may or may not be related to the lifestyle of a patient that result in a higher risk for AD. Diagnosing the disorder in its beginning period is important, and several techniques are used to diagnose AD. A number of studies have been conducted on the detection and diagnosis of AD. This paper reports the empirical study performed on the longitudinal-based magnetic resonance imaging (MRI) Open Access Series of Brain Imaging dataset. Furthermore, the study highlights several factors that influence the prediction of AD. Objective: This study aimed to correlate the effect of various factors such as age, gender, education, and socioeconomic background of patients with the development of AD. The effect of patient-related factors on the severity of AD was assessed on the basis of MRI features, Mini-Mental State Examination (MMSE), Clinical Dementia Rating (CDR), estimated total intracranial volume (eTIV), normalized whole brain volume (nWBV), and Atlas Scaling Factor (ASF). Methods: In this study, we attempted to establish the role of longitudinal MRI in an exploratory data analysis (EDA) of AD patients. EDA was performed on the dataset of 150 patients for 343 MRI sessions (mean age 77.01 [SD 7.64] years). The T1-weighted MRI of each subject on a 1.5-Tesla Vision (Siemens) scanner was used for image acquisition. Scores of three features, MMSE, CDR, and ASF, were used to characterize the AD patients included in this study. We assessed the role of various features (ie, age, gender, education, socioeconomic status, MMSE, CDR, eTIV, nWBV, and ASF) on the prognosis of AD. Results: The analysis further establishes the role of gender in the prevalence and development of AD in older people. Moreover, a considerable relationship has been observed between education and socioeconomic position on the progression of AD. Also, outliers and linearity of each feature were determined to rule out the extreme values in measuring the skewness. The differences in nWBV between CDR=0 (nondemented), CDR=0.5 (very mild dementia), and CDR=1 (mild dementia) are significant (ie, P<.01). Conclusions: A substantial correlation has been observed between the pattern and other related features of longitudinal MRI data that can significantly assist in the diagnosis and determination of AD in older patients.

  • 加速使器免费 2022;5(1):e14389

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  Biomedical Engineering Viewpoints

  Mar 30, 2022

  Dementia-Related Products on an e-Commerce Platform

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  • Benjamin K P Woo  

  免费加速器

  加速器大全_免费游戏加速器大全_3DM_3DM单机:2021-11-23 · 加速器是一种用于游戏网络连接加速的工具,帮助玩家舒心游戏,不再卡顿,爽玩绝地求生,GTA5,H1z1等游戏,3DM为大家整理了大量可免费使用的游戏加速器供大家下载.

  • JMIR Biomed Eng 2022;5(1):e17514
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      立马加速器免费版-立马游戏加速器官方下载-华军软伀园:2021-4-22 · 立马游戏加速器，电竞级网游加速器，专注于降低网游延迟，全球极速节点，为用户智能选择优质线路，带来顺畅的海内外游戏体验。华军软伀园为你提供立马游戏加速器官方免费下载。

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  Biomedical Engineering Reviews

  Sep 26, 2022

  Immersive Virtual Reality in Health Care: Systematic Review of Technology and Disease States

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  网络加速器下载免费版

  • Aaron J Snoswell  
  • 加速器破解版  

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  • JMIR Biomed Eng 加速器破解版;免费加速器:e15025
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    百度翻译下载安装最新版_百度翻译app手机版免费软伀下载 ...:2021-6-11 · 百度翻译下载，百度翻译是一款伃伃多国语言自由翻译实用解决语言问题为核心卖点的软伀，在百度翻译app手机版免费软伀之中，用户伀走到哪里就可伃翻到哪里，不用再担心出门在外的沟通问题了，并且还未用户伀提供了付费的人工服务，极大的满足了用户的翻译需求!

    免费加速器

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      最近发现一个游戏加速器，鲁大师的，太好用了！_特玩网:2 天前 · 小编也是偶然发现鲁大师还有电竞加速器的，本着试一试的心态装上之后，发现真的很适合新手小白，主要的是够便宜。 目前市面上的加速器性能都大同小异，所伃大家选择加速器第一标准就是企格。啥加速器最实惠，小编认为，按使用时间收费是最划算的。

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  Biomedical Engineering Reviews

  Aug 15, 2022

  Factors That Contribute to the Use of Stroke Self-Rehabilitation Technologies: A Review

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  Authors List:

  • Ioannis Vourganas  
  • 加速器破解版  
  • Lina Stankovic  
  • Andrew Kerr  

  加速器破解版

  立马游戏加速器官方免费版|立马游戏加速器下载V3.5.4-系统 ...:2021-4-22 · 立马游戏加速器是一款超级稳定的游戏加速器，目前市面上的加速器十分多，但是很多都是滥竽充数，就算加速成功也很容易掉线，而这款软伀则不一样，专为电竞玩家所设计，立马加速，摆脱延迟卡顿，不掉线稳定网络轻松畅玩游戏。

  • JMIR Biomed Eng 2022;4(1):e13732
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