Upper extremity

上肢
  • 文章类型: Journal Article
    人类上肢的特征是固有的运动丰富,允许具有敏捷性和适应性的各种任务。上肢功能受限是中风的常见后遗症,导致对侧臂明显的运动和感觉障碍。虽然许多治疗干预措施侧重于恢复较弱的手臂,越来越明显的是,有必要考虑双手协调和运动控制。
    参与者被招募到年龄不同的两组(第1组(n=10):23.4±2.9岁,第2组(n=10):55.9±10.6年),用于使用加速度计量化双侧协调的探索性研究。选择了三个具有协调伸手功能的任务来研究上臂的加速度,前臂,并在日常生活活动(ADL)期间用手。受试者在每个上臂上都配备了加速度和倾斜度传感器,每个前臂,每一只手。在MATLAB中对数据进行分段以评估肢体间和肢体内协调。通过不同指数和上臂之间同步运动的时间位置来表明肢体间的协调,前臂,或左右肢体的手部部分。上臂-前臂之间同样评估了肢体内协调,上臂手,和优势肢的前臂-手段对。
    加速度数据揭示了三个不同任务中特定任务的运动特征。随着任务复杂性的增加,组的相似性降低。在按扣任务期间,各组在手段上存在显着差异,第1组在按扣期间在手段中没有显示协调,与上臂和前臂引导延伸的每个按钮和强大的协调。第2组的相异分数和相似百分比表明肢体间协调时间较长,特别是走向运动完成。第1组的相异分数和相似百分比表明肢体内协调时间较长,特别是在上臂和前臂段的协调。
    扩展Procrustes方法可用于使用可访问且高度精确的可穿戴加速度传感器计算客观协调分数。任务持续时间的发现,角速度,和峰值侧倾角得到了先前研究的支持,发现老年人表现出较慢的运动,降低运动稳定性,和减少四肢之间的偏侧性。在35岁以上的受试者组中发现更大的肢体间协调性,这支持了随着年龄的增长向双灵巧转变的理论。发现30岁以下的人群表现出更长的肢体内协调时间,上臂和前臂的协调性成为证明更大稳定性的可能解释。
    UNASSIGNED: The human upper extremity is characterized by inherent motor abundance, allowing a diverse array of tasks with agility and adaptability. Upper extremity functional limitations are a common sequela to Stroke, resulting in pronounced motor and sensory impairments in the contralesional arm. While many therapeutic interventions focus on rehabilitating the weaker arm, it is increasingly evident that it is necessary to consider bimanual coordination and motor control.
    UNASSIGNED: Participants were recruited to two groups differing in age (Group 1 (n = 10): 23.4 ± 2.9 years, Group 2 (n = 10): 55.9 ± 10.6 years) for an exploratory study on the use of accelerometry to quantify bilateral coordination. Three tasks featuring coordinated reaching were selected to investigate the acceleration of the upper arm, forearm, and hand during activities of daily living (ADLs). Subjects were equipped with acceleration and inclination sensors on each upper arm, each forearm, and each hand. Data was segmented in MATLAB to assess inter-limb and intra-limb coordination. Inter-limb coordination was indicated through dissimilarity indices and temporal locations of congruous movement between upper arm, forearm, or hand segments of the right and left limbs. Intra-limb coordination was likewise assessed between upper arm-forearm, upper arm-hand, and forearm-hand segment pairs of the dominant limb.
    UNASSIGNED: Acceleration data revealed task-specific movement features during the three distinct tasks. Groups demonstrated diminished similarity as task complexity increased. Groups differed significantly in the hand segments during the buttoning task, with Group 1 showing no coordination in the hand segments during buttoning, and strong coordination in reaching each button with the upper arm and forearm guiding extension. Group 2\'s dissimilarity scores and percentages of similarity indicated longer periods of inter-limb coordination, particularly towards movement completion. Group 1\'s dissimilarity scores and percentages of similarity indicated longer periods of intra-limb coordination, particularly in the coordination of the upper arm and forearm segments.
    UNASSIGNED: The Expanding Procrustes methodology can be applied to compute objective coordination scores using accessible and highly accurate wearable acceleration sensors. The findings of task duration, angular velocity, and peak roll angle are supported by previous studies finding older individuals to present with slower movements, reduced movement stability, and a reduction of laterality between the limbs. The theory of a shift towards ambidexterity with age is supported by the finding of greater inter-limb coordination in the group of subjects above the age of thirty-five. The group below the age of thirty was found to demonstrate longer periods of intra-limb coordination, with upper arm and forearm coordination emerging as a possible explanation for the demonstrated greater stability.
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  • 文章类型: Journal Article
    上肢的评估对于指导康复周期至关重要。基于观察的评估的缺点包括主观性和序数量表的粗略分辨率。运动学评估产生客观的定量指标,但是成本高昂且不切实际的设置阻碍了吸收。我们的目标是研究计算机视觉(CV)获取饮酒任务运动学指标的可行性和准确性,这是中风康复研究中推荐的。我们使用适度的相机和开源机器学习解决方案实现了用于上肢运动学评估的CV。探索可行性,在饮酒任务期间,招募了10名神经典型参与者进行重复的运动学测量。为了调查准确性,同时使用基于标记的运动捕捉系统,并对以下运动学指标的误差进行了量化:运动单位数(NMU),干线位移(TD),和运动时间(MT)。在所有参与者试验中,使用CV成功获得了饮酒任务的运动学指标。与基于标记的运动捕捉相比,运动学指标的组平均值无显著差异.NMU的平均误差,TD,MT为-0.12个单位,3.4mm,和0.15s,分别。Bland-Altman分析显示没有偏见。可以使用CV测量饮酒任务的运动学指标,和初步发现支持准确性。需要对神经发散人群进行进一步研究,以确定CV对中风后上肢的运动学评估的有效性。
    Assessment of the upper limb is critical to guiding the rehabilitation cycle. Drawbacks of observation-based assessment include subjectivity and coarse resolution of ordinal scales. Kinematic assessment gives rise to objective quantitative metrics, but uptake is encumbered by costly and impractical setups. Our objective was to investigate feasibility and accuracy of computer vision (CV) for acquiring kinematic metrics of the drinking task, which are recommended in stroke rehabilitation research. We implemented CV for upper limb kinematic assessment using modest cameras and an open-source machine learning solution. To explore feasibility, 10 neurotypical participants were recruited for repeated kinematic measures during the drinking task. To investigate accuracy, a simultaneous marker-based motion capture system was used, and error was quantified for the following kinematic metrics: Number of Movement Units (NMU), Trunk Displacement (TD), and Movement Time (MT). Across all participant trials, kinematic metrics of the drinking task were successfully acquired using CV. Compared to marker-based motion capture, no significant difference was observed for group mean values of kinematic metrics. Mean error for NMU, TD, and MT were - 0.12 units, 3.4 mm, and 0.15 s, respectively. Bland-Altman analysis revealed no bias. Kinematic metrics of the drinking task can be measured using CV, and preliminary findings support accuracy. Further study in neurodivergent populations is needed to determine validity of CV for kinematic assessment of the post-stroke upper limb.
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  • 文章类型: Journal Article
    背景:全球,生活在服务不足社区的脑瘫(CP)儿童在获得运动治疗服务方面面临障碍.这项研究评估了为期8周的实施和有效性,在哥斯达黎加患有CP的儿童中,使用运动跟踪视频游戏(BootleBlast)进行上肢(UL)家庭干预。
    方法:孩子们制定了一个每周游戏时间目标和两个UL日常生活活动(ADL),他们希望改进。多基线,单案例实验设计,与性能质量评定量表(PQRS)一起用作重复测量,以跟踪基线(常规护理)和干预(BootleBlast)阶段之间所选ADL的性能变化。加拿大职业绩效评估(COPM)收集干预前后的方框和方框测试(BBT)和儿童手使用体验问卷(CHEQ)。在每周与监控治疗师进行视频通话时记录了技术壁垒。治疗效果大小,确定了PQRS的斜率变化和非重叠数据的百分比.描述性统计总结了BBT的结果,CHEQ,视频游戏日志(例如,播放时间)和技术壁垒。
    结果:15名儿童参加了干预,13名儿童完成了干预。两名退出的参与者在完成基线评估后都这样做了,但在经历BootleBlast之前.儿童的平均活跃游戏时间(即,针对UL的迷你游戏)在8周内为377分钟,而与BootleBlast(主动+被动播放时间[例如,时间导航菜单,回顾奖励])是728分钟。总的来说,报告了八个技术问题(来自五个孩子),除3例外,所有病例均在48小时内解决。部分有效性与干预措施相关。具体来说,85%的参与者在PQRS上有所改善,69%的参与者在COPM上取得了临床上重要的改善≥2分。儿童在BBT上平均改善了1.8个街区,在CHEQ上,5名儿童用双手进行UL活动的总次数的临床重要增加10%.
    结论:BootleBlast是一种可行和有效的选择,可以促进脑瘫儿童进入UL家庭康复。试用登记号:NCT05403567。
    BACKGROUND: Worldwide, children with cerebral palsy (CP) living in underserved communities face barriers to accessing motor therapy services. This study assessed the implementation and effectiveness of an 8-week, upper limb (UL) home-based intervention with a movement-tracking videogame (Bootle Blast) in Costa Rican children with CP.
    METHODS: Children established a weekly playtime goal and two UL activities of daily living (ADLs) that they would like to improve on. A multiple-baseline, single-case experimental design, was used with the Performance Quality Rating Scale (PQRS) as the repeated measure to track changes in performance of the selected ADLs between the baseline (usual care) and intervention (Bootle Blast) phases. The Canadian Occupational Performance Measure (COPM), the Box and Blocks Test (BBT) and the Children\'s Hand-Use Experience Questionnaire (CHEQ) were collected before and after the intervention. Technical barriers were documented during weekly video calls with a monitoring therapist. Treatment effect size, slope changes and percentage of non-overlapping data were identified for the PQRS. Descriptive statistics summarized results for the BBT, CHEQ, videogame logs (e.g., playtime) and technical barriers.
    RESULTS: Fifteen children participated and 13 completed the intervention. Both participants who dropped out did so after completing baseline assessments, but before experiencing Bootle Blast. Children\'s mean active playtime (i.e., mini-games targeting the UL) across the 8-weeks was 377 min, while mean total time spent engaging with Bootle Blast (active + passive play time [e.g., time navigating menus, reviewing rewards]) was 728 min. In total, eight technical issues (from five children) were reported, and all but three were resolved within 48 h. Partial effectiveness was associated with the intervention. Specifically, 85% of participants improved on the PQRS and 69% achieved clinically important improvements ≥ 2 points in performance on the COPM. Children improved by 1.8 blocks on average on the BBT, while on the CHEQ, five children had a clinically important increase of 10% of the total number of UL activities performed with both hands.
    CONCLUSIONS: Bootle Blast is a feasible and effective option to facilitate access and engage children with cerebral palsy in UL home rehabilitation. Trial registration Trial registration number: NCT05403567.
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    文章类型: Journal Article
    用真皮基质重建上肢伤口可以减少住院时间和手术复杂性,而不会损害功能结果。我们旨在比较Novosorb可生物降解的临时基质(BTM)和Integra胶原-软骨素硅胶(CCS)双层之间的成本。
    对2017年1月至2022年5月期间接受BTM或CCS重建的孤立上肢创伤患者进行了图表回顾。人口统计数据,外科手术,结果,并收集成本进行分析。
    27例患者包括:18例BTM和9例CCS。年龄没有差异,性别,伤口大小,或真皮模板的大小。与CCS相比,BTM中需要的皮肤移植频率较低(44.4%vs55.6%,P=.013)。BTM组的皮肤移植时间更长(43.4天比21.4天,P=.002)。BTM组并发症较少(33.3%vs55.6%,P=.002)。模板放置后所需的二次手术的平均数量在BTM中为0.67,而在CCS中为1.56。P=.049。当计入产品成本时,BTM重建的成本显著低于CCS(1361.92美元vs3185.71美元,P=0.049).
    与CCS相比,NovosorbBTM用于上肢软组织缺损的重建是一种更具成本效益的选择。
    UNASSIGNED: Reconstruction of upper extremity wounds with dermal matrices can reduce the length of hospitalization and surgical complexity without compromising functional outcomes. We aimed to compare costs between Novosorb biodegradable temporizing matrix (BTM) and Integra collagen-chondroitin silicone (CCS) bilayer.
    UNASSIGNED: A chart review was performed for patients with isolated upper extremity traumatic wounds who underwent reconstruction with either BTM or CCS between January 2017 and May 2022. Demographic data, surgical procedures, outcomes, and costs were collected for analysis.
    UNASSIGNED: Twenty-seven patients were included: 18 BTM and 9 CCS. There were no differences in age, sex, wound size, or dermal template size. Skin grafting was required less frequently in BTM compared with CCS (44.4% vs 55.6%, P = .013). Time to skin graft was longer in the BTM group (43.4 days vs 21.4 days, P = .002). The BTM group experienced fewer complications (33.3% vs 55.6%, P = .002). The mean number of secondary procedures required after template placement was 0.67 in BTM compared with 1.56 in CCS, P = .049. When factoring in the cost of product, the cost of reconstruction with BTM was significantly lower than CCS ($1361.92 vs $3185.71, P = .049).
    UNASSIGNED: Novosorb BTM is a more cost-effective option when compared with CCS for reconstruction of upper extremity soft tissue defects.
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  • 文章类型: Journal Article
    该研究的目的是评估使用LunaEMG(肌电图)多功能机器人进行的评估者之间和评估者之间的一致性,一种评估中风患者上肢本体感觉的工具。
    该研究是在一组慢性中风患者中进行的。共有126名患者参与了这项研究,包括78名女性和48名男性,平均年龄近60岁(平均值=59.9)。使用LunaEMG诊断和康复机器人进行本体感觉测量,以评估左右上肢。检查由两名评估者进行,两次,相隔两周.在评估者和考试之间比较结果。
    对右手和左手进行的测量的高度一致性由类别间相关系数(分别为0.996-0.998和0.994-0.999)和皮尔逊的线性相关反映,在所有情况下,在评分者之间和评分者之间的协议分析中,右手和左手的线性相关都非常高(r=1.00)。
    由LunaEMG诊断和康复机器人进行的测量表明,在评估慢性中风患者的上肢本体感觉方面,评估者之间和评估者之间具有很高的一致性。研究结果表明,LunaEMG是一种可靠的工具,可以有效评估中风后的上肢本体感觉。
    UNASSIGNED: The aim of the study was to assess the inter-rater and intra-rater agreement of measurements performed with the Luna EMG (electromyography) multifunctional robot, a tool for evaluation of upper limb proprioception in individuals with stroke.
    UNASSIGNED: The study was conducted in a group of patients with chronic stroke. A total of 126 patients participated in the study, including 78 women and 48 men, on average aged nearly 60 years (mean = 59.9). Proprioception measurements were performed using the Luna EMG diagnostic and rehabilitation robot to assess the left and right upper limbs. The examinations were conducted by two raters, twice, two weeks apart. The results were compared between the raters and the examinations.
    UNASSIGNED: High consistency of the measurements performed for the right and the left hand was reflected by the interclass correlation coefficients (0.996-0.998 and 0.994-0.999, respectively) and by Pearson\'s linear correlation which was very high (r = 1.00) in all the cases for the right and the left hand in both the inter-rater and intra-rater agreement analyses.
    UNASSIGNED: Measurements performed by the Luna EMG diagnostic and rehabilitation robot demonstrate high inter-rater and intra-rater agreement in the assessment of upper limb proprioception in patients with chronic stroke. The findings show that Luna EMG is a reliable tool enabling effective evaluation of upper limb proprioception post-stroke.
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  • 文章类型: Journal Article
    复杂区域疼痛综合征(CRPS)是肢体受伤后的一种罕见并发症。DASH问卷(手臂残疾,肩膀,和手)评估日常手臂功能。我们评估了DASH及其子项目与臂丛神经病变或骨折对照患者的比较,随着时间的推移分析了它,关于活动范围(ROM),确定患者的损伤和轨迹。
    数据集包括来自非编码RNA(ncRNA)疼痛队列的193名上肢CRPS患者,36个骨折控制,12例外伤性臂丛神经病变。对于临床和心理表征,使用问卷和测角仪测量ROM。在大约2.5年的指导治疗后,对33例患者进行了随访。
    CRPS患者的平均DASH为54.7(标准差(S.D.)±21),与臂丛神经病变患者(M=51.4,S.D.±16.1)相似,但与骨折对照组(M=21.2,S.D.±21.1)有显著差异。疼痛和年龄是DASH的预测因素。需要用力或撞击手臂的活动,肩膀,CRPS患者主要受累或手部。经过2.5年的标准治疗,平均DASH得分降至41.3(S.D.±25.2),休闲活动的弱点得到了恢复,痛苦的感觉减轻了,和ROM,例如,手腕屈曲,恢复36°。三分之二的患者在DASH和ROM方面都有所改善。
    CRPS在臂丛神经病变中与手臂功能完全丧失一样致残,并且仅表现出部分恢复。为CRPS患者开发QuickDASH版本可以减少临床研究中的问题负担。在未来的研究中考虑DASH的意外年龄依赖性是谨慎的。该试验已在DRKS00008964注册。
    UNASSIGNED: Complex regional pain syndrome (CRPS) represents a rare complication following injury to a limb. The DASH questionnaire (disability of arm, shoulder, and hand) evaluates everyday arm function. We assessed the DASH and its subitems in comparison to patients with brachial plexus lesions or fracture controls, analysed it over time, and in relation to active range of motion (ROM), to determine patients\' impairment and trajectory.
    UNASSIGNED: The dataset included 193 patients with upper extremity CRPS from the noncoding RNA (ncRNA) Pain cohort, 36 fracture controls, and 12 patients with traumatic brachial plexus lesions. For the clinical and psychological characterisation, questionnaires and a goniometer for the measurement of ROM were utilized. Thirty-three patients were followed up after approximately 2.5 years of guideline treatment.
    UNASSIGNED: CRPS patients had a similar mean DASH of 54.7 (standard deviation (S.D.) ±21) as brachial plexus lesion patients (M = 51.4, S.D. ± 16.1) but different significantly from fracture controls (M = 21.2, S.D. ± 21.1). Pain and older age were predictors of the DASH. Activities requiring force or impact on the arm, shoulder, or hand were mostly affected in patients with CRPS. After 2.5 years of standard treatment, the mean DASH score fell to 41.3 (S.D. ± 25.2), weakness in leisure activities was recuperated, pain feelings were lessened, and ROM, e.g., wrist flexion, recovered by 36°. Two-thirds of patients improved in both the DASH and the ROM.
    UNASSIGNED: CRPS is as disabling as a complete loss of arm function in brachial plexus lesions and exhibits only partial recovery. Developing QuickDASH versions for CRPS patients could reduce the load of questions in clinical studies. It would be prudent to consider the unexpected age dependency of the DASH in future studies. This trial is registered with DRKS00008964.
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    文章类型: Journal Article
    目的:本研究旨在评估增强中风患侧的上肢功能如何影响下肢的步态。
    方法:将40名符合条件的中风患者随机分配到对照组或治疗组,每组20名患者。两组患者在治疗前均采用人工智能和计算机视觉进行动态评估。这项评估的重点是分析步态周期中肩部和肘部的运动范围,以及各种步态参数(如步长,步进速度,和立场阶段的百分比)在受影响的一侧。评估后,对照组接受常规康复治疗。
    结果:结果表明,两组治疗前无明显差异。然而,治疗后,治疗组患者患侧肩关节和肘关节活动度明显改善(p<0.05),而对照组只有轻微的改善,无统计学意义(p>0.05)。
    结论:患侧上肢功能的改善似乎也对步态恢复产生积极影响。然而,重要的是要注意观察期相对较短。需要进一步的研究来确认这种效果是否长期持续。
    OBJECTIVE: This study aims to assess how enhancing upper limb function on the affected side of stroke influences the gait of the lower limb.
    METHODS: Forty eligible stroke patients were randomly assigned to either a control group or a treatment group, with 20 patients in each group. Both groups underwent dynamic evaluation using artificial intelligence and computer vision before treatment. This evaluation focused on analyzing the range of motion of the shoulder and elbow during the gait cycle, as well as various gait parameters (such as step length, step speed, and percentage of stance phase) on the affected side. Following evaluation, the control group received routine rehabilitation treatment.
    RESULTS: The results indicated that there was no significant difference between the two groups before treatment. However, following treatment, there was a notable improvement in the motion of the shoulder and elbow joints on the affected side among patients in the treatment group (p<0.05), whereas the control group showed only slight improvement, which was not statistically significant (p>0.05).
    CONCLUSIONS: The improvement in upper limb function on the affected side also appears to positively influence gait recovery. However, it\'s important to note that the observation period was relatively short. Further studies are needed to confirm whether this effect is sustained over the long term.
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  • 文章类型: Journal Article
    背景:患有帕金森病(PwPD)的人表现出运动改变,这可能会影响需要运动速度和/或准确性的日常生活任务。
    目的:NCT01439022的子分析,旨在估计两种不同的运动训练方案(全局和手写上肢运动训练)对反应时间的影响程度,行进速度,和PwPD的准确性。
    方法:70个PwPD,右侧优势人群以1:1的比例随机分为两个6个月训练方案组;35例PwPD进行了全局运动训练,35例进行了特定训练(手写上肢运动).在基线时对速度-准确性和权衡进行了评估,经过3个月和6个月的培训,在12个月的随访中。本研究使用了先前发表的随机对照试验的数据,该试验包括PwPD的6个月自我管理的社区锻炼计划。对于本研究,我们仅包括在基线评估期间完成Fitts任务的参与者。
    结果:在上肢评估中,没有发现触摸次数的主要影响,但是锻炼组的左侧显示出随着时间的推移略有增加。从基线到6个月和12个月,运动组左侧的误差平均值显着降低。运动组的误差CoV较低,反应时间CoV在右侧增加。左侧Fittsr的重要发现表明运动组的值较低,改善持续12个月。
    结论:我们报告了全球运动干预措施在改善反应时间和旅行速度方面的潜力,以及其他电机控制指标,在12个月时产生持久影响,特别是在非主导方面。
    BACKGROUND: People with Parkinson\'s disease (PwPD) present motor alterations which can impact daily life tasks that require speed and/or accuracy of movement.
    OBJECTIVE: A sub analysis of NCT01439022, aiming to estimate the extent to which two different exercise training protocols (global and handwriting upper limb exercise training) impact reaction time, travel speed, and accuracy in PwPD.
    METHODS: Seventy PwPD, right-side dominant were randomised 1:1 into two six-month training protocol groups; 35 PwPD performed global exercise training and 35 performed specific training (handwriting upper limb exercise movements). Assessments of speed-accuracy and trade-off were carried out at baseline, after 3 and 6 months of training, and at a 12-month follow-up. The current study used data from a previous publication of a randomised controlled trial that included a 6-month self-managed community exercise programme for PwPD. For the present study we included only the participants who completed the Fitts\' task during the baseline assessment.
    RESULTS: In the upper limb assessments, no main effects were found for the number of touches, but the exercise group showed a marginal increase over time on the left side. Error averages on the left side decreased significantly for the exercise group from baseline to 6 and 12 months. The exercise group also presented a lower Error CoV and the Reaction Time CoV increased on the right side. Significant findings for Fitts r on the left side indicated lower values for the exercise group, with improvements continuing at 12 months.
    CONCLUSIONS: We report the potential of global exercise interventions to facilitate improvements in reaction time and travel speed, as well as other motor control metrics, with lasting effects at 12 months, particularly on the non-dominant side.
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  • 文章类型: Journal Article
    可穿戴活动传感器通常计算运动量,例如所走的步数或所实现的上肢(UE)计数的数量。然而,对于某些应用程序,比如神经康复,量化运动体验(QOME)的质量可能是有意义的,已定义,例如,运动时代有多多样化或有多复杂。我们先前发现,中风后UE受损的个体在白天的前臂姿势分布中表现出差异,并且这些差异可以用峰度来量化,峰度是一种已建立的分布峰值的统计度量。在本文中,我们描述了朝着提供实时反馈的目标的进一步进展,以试图帮助人们学会调节他们的运动多样性。我们首先询问以下问题:不同的运动活动在多大程度上引起不同的峰度值?我们招募了7名未受损的个体,并使用峰度评估了一组12种治疗活动的前臂姿势多样性。我们发现不同的活动产生了广泛的峰度值,与传统的康复治疗练习创造了最分散的分布和杯子堆叠的最高。因此,要求人们尝试不同的活动可以改变运动的多样性,用峰度测量。接下来,由于峰度是一个计算昂贵的计算,我们推导了一种新的递归算法,可以实时计算峰度。我们表明,与SciPy中可用的优化峰度计算相比,该算法将计算时间减少了200倍,跨窗口大小。最后,我们在商用智能手表上嵌入了峰度算法,并使用“佩戴”智能手表的机器人模拟器验证了其准确性,模拟已知峰度的运动活动。这项工作验证了不同的移动任务产生不同的峰度值,并为智能手表上的峰度实时计算提供了经过验证的算法。这些是测试以QOME为中心的必要步骤,可穿戴康复。
    Wearable activity sensors typically count movement quantity, such as the number of steps taken or the number of upper extremity (UE) counts achieved. However, for some applications, such as neurologic rehabilitation, it may be of interest to quantify the quality of the movement experience (QOME), defined, for example, as how diverse or how complex movement epochs are. We previously found that individuals with UE impairment after stroke exhibited differences in their distributions of forearm postures across the day and that these differences could be quantified with kurtosis-an established statistical measure of the peakedness of distributions. In this paper, we describe further progress toward the goal of providing real-time feedback to try to help people learn to modulate their movement diversity. We first asked the following: to what extent do different movement activities induce different values of kurtosis? We recruited seven unimpaired individuals and evaluated a set of 12 therapeutic activities for their forearm postural diversity using kurtosis. We found that the different activities produced a wide range of kurtosis values, with conventional rehabilitation therapy exercises creating the most spread-out distribution and cup stacking the most peaked. Thus, asking people to attempt different activities can vary movement diversity, as measured with kurtosis. Next, since kurtosis is a computationally expensive calculation, we derived a novel recursive algorithm that enables the real-time calculation of kurtosis. We show that the algorithm reduces computation time by a factor of 200 compared to an optimized kurtosis calculation available in SciPy, across window sizes. Finally, we embedded the kurtosis algorithm on a commercial smartwatch and validated its accuracy using a robotic simulator that \"wore\" the smartwatch, emulating movement activities with known kurtosis. This work verifies that different movement tasks produce different values of kurtosis and provides a validated algorithm for the real-time calculation of kurtosis on a smartwatch. These are needed steps toward testing QOME-focused, wearable rehabilitation.
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  • 文章类型: Journal Article
    背景和目的:我们研究了基于悬吊的主动肩关节运动训练对肩关节半脱位的影响,疼痛,肌肉力量,亚急性中风患者的上肢功能。材料和方法:将28例亚急性脑卒中患者随机分为悬吊式主动肩关节运动(SASE)组(n=14)或机动上肢运动(MUEE)组(n=14)。SASE组积极进行肩关节屈曲,扩展,绑架,内收,外部和内部旋转,使用吊索悬挂系统进行水平外展和内收,而MUEE组使用电动上肢运动机进行了运动计划。所有参与者都接受了为期4周的干预,每天运动30分钟,每周5天。此外,两组均接受一般物理治疗和功能性电刺激30min,每天2次,每周5天.训练前后通过影像学检查测量肩关节半脱位,并评估脾的疼痛,上斜方肌,和使用压力参数的冈下肌。此外,手动肌肉测试仪用于评估肩关节屈肌的肌肉力量,延伸子,绑架者,内征器,以及外部和内部旋转器,Fugl-Mayer评估(FMA)和手动功能测试(MFT)用于评估上肢功能。结果:观察到疼痛的显著群体-时间相互作用,F值F(1,26)=7.470,脾p<0.011,上斜方肌F(1,26)=9.623,p<0.005。观察到肩部肌肉力量的显着时间组相互作用,F值F(1,26)=13.211,p<0.001;F(1,26)=4.974,p=0.035,F(1,26)=9.674,p=0.004绑架者,和外部旋转器,分别。在FMA中观察到显着的时间-群体相互作用,F值F(1,26)=13.243,p<0.001。当比较MFT分数的时间和组之间的交互作用时,观察到显著差异,F值F(1,26)=32.386,p<0.001。结论:这项研究证实,基于悬吊的主动肩关节锻炼可有效改善肩关节半脱位,疼痛,肌肉力量,亚急性中风患者的上肢功能。
    Background and Objectives: We investigated the effects of sling-suspension-based active shoulder joint exercise training on shoulder joint subluxation, pain, muscle strength, and upper extremity function in patients with subacute stroke. Materials and Methods: Twenty-eight patients with subacute stroke were randomly assigned to either the sling-suspension-based active shoulder joint exercise (SASE) group (n = 14) or the motorized upper extremity exercise (MUEE) group (n = 14). The SASE group actively performed shoulder joint flexion, extension, abduction, adduction, external and internal rotation, and horizontal abduction and adduction using a sling suspension system, whereas the MUEE group underwent an exercise program using a motorized upper extremity exercise machine. All participants underwent a 4-week intervention with 30 min of exercise once a day for 5 days a week. Additionally, both groups received general physical therapy and functional electrical stimulation for 30 min twice a day for 5 days a week. Shoulder joint subluxation was measured by radiographic examination before and after training, and pain was evaluated in the splenius, upper trapezius, and infraspinatus muscles using pressure parameters. In addition, a manual muscle tester was used to assess the muscle strength of the shoulder joint flexors, extensors, abductors, adductors, and external and internal rotators, and the Fugl-Mayer Assessment (FMA) and Manual Functional Test (MFT) were used to evaluate upper extremity function. Results: A significant group-time interaction was observed for pain, with F-values of F(1, 26) = 7.470, p < 0.011 for the splenius and F(1, 26) = 9.623, p < 0.005 for the upper trapezius. A significant time-group interaction was observed for the muscle strength of the shoulder, with F-values of F(1, 26) = 13.211, p < 0.001; F(1, 26) = 4.974, p = 0.035 and F(1, 26) = 9.674, p = 0.004 for flexors, abductors, and external rotators, respectively. A significant time-group interaction was observed in the FMA, with F-values of F(1, 26) = 13.243, p < 0.001. When comparing the interaction effects between time and group for MFT scores, a significant difference was observed, with F-values of F(1, 26) = 32.386, p < 0.001. Conclusions: This study confirmed that sling-suspension-based active shoulder joint exercises are effective in improving shoulder joint subluxation, pain, muscle strength, and upper extremity function in patients with subacute stroke.
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