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How recovery influences community reintegration: perspectives of persons with spinal cord injury and their support persons. 康复如何影响社区重返社会:脊髓损伤患者及其支持人员的观点。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-09-11 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1617764
Anne M Bryden, Brian Gran, Susan Hinze, Mary Ann Richmond, Kim D Anderson

Purpose: To investigate how perceived recovery influences perspectives on successful community reintegration, from the point of view of persons with spinal cord injury (PWS) and their support persons (SP).

Methods: Our mixed methods approach included qualitative interviews conducted with civilians and Veterans with spinal cord injury (SCI) and their designated SP at three time points across the first year after SCI: during inpatient rehabilitation, 6 months, and 12 months. Participants with SCI completed measures of independence [Spinal Cord Injury Independence Measure III (SCIM-III)] and self-efficacy (Moorong Self-Efficacy Scale) during inpatient rehabilitation and at 12 months postinjury. Data analysis was informed by the Transformative Framework and International Classification of Functioning, Disability, and Health (ICF).

Results: Regarding perceptions of how recovery influences community reintegration, PWS most often reported themes related to slow recovery whereas SPs expressed concerns about psychological impacts on PWS. While some participants were equally satisfied with rate of recovery and rate of community reintegration, several deviated from that expected trajectory. Associations between satisfaction with community reintegration and independence or self-efficacy were variable.

Conclusions: Successful community reintegration cannot be predicted solely on clinical measures. Inclusion of perspectives of PWS and their support systems is critical to inform successful societal participation after SCI.

目的:从脊髓损伤患者(PWS)及其支持人员(SP)的角度,探讨感知康复如何影响成功重返社区的观点。方法:我们的混合方法包括对脊髓损伤(SCI)的平民和退伍军人及其指定SP在SCI后第一年的三个时间点进行定性访谈:住院康复期间,6个月和12个月。脊髓损伤患者在住院康复期间和损伤后12个月完成独立性测量[脊髓损伤独立性测量III (SCI -III)]和自我效能(Moorong自我效能量表)。数据分析依据《变革框架》和国际功能、残疾和健康分类(ICF)。结果:关于康复如何影响社区重返社会的看法,PWS最常报告的主题与缓慢康复有关,而SPs则关注对PWS的心理影响。虽然一些参与者对康复率和重返社区率同样满意,但有几个人偏离了预期的轨迹。重新融入社区的满意度与独立性或自我效能感之间的关系是可变的。结论:成功的社区重新融入不能仅仅通过临床措施来预测。纳入PWS及其支持系统的观点对于SCI后成功的社会参与至关重要。
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引用次数: 0
Do we need internal medicine specialists in physical therapy? Recognizing the need for updating the clinical practice paradigm. 我们需要内科专家做物理治疗吗?认识到需要更新临床实践范式。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-09-09 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1656054
Mansour M Alotaibi

The growing demand for healthcare services and development of healthcare present an opportunity for expanding physical therapy roles into internal medicine. This perspective discusses the potential benefits and limitations of establishing a formal internal medicine specialization for physical therapists (PTs). While PTs already contribute significantly to chronic disease prevention and treatment, their current scope of practice lacks structured training in internal medicine domains such as metabolic, autoimmune, renal, and systemic inflammatory disorders. Integrating internal medicine into PT education and clinical practice could enhance early identification of red flags, embrace interdisciplinary collaboration, and improve non-pharmacological interventions for various internal medicine-related diseases. Nevertheless, this expansion must be approached with caution, ensuring clear scope definitions, adequate training, and collaborative implementation to mitigate risks such as role ambiguity or misdiagnosis. Drawing on global experiences from advanced practice models and emerging literature, this paper calls for a discussion on the feasibility, safety, and value of internal medicine specialization in physical therapy practice. The goal of this perspective is not to replace medical professionals but to augment chronic disease management through targeted evidence-based rehabilitation strategies and preventative approaches.

对医疗保健服务的需求不断增长和医疗保健的发展为将物理治疗角色扩展到内科提供了机会。这一观点讨论了为物理治疗师(PTs)建立正式的内科专业的潜在好处和局限性。虽然PTs已经在慢性疾病的预防和治疗方面做出了重大贡献,但他们目前的实践范围缺乏在内科领域的结构化培训,如代谢、自身免疫、肾脏和全身炎症性疾病。将内科医学纳入PT教育和临床实践可以提高早期识别危险信号,拥抱跨学科合作,并改善各种内科相关疾病的非药物干预。然而,这种扩展必须谨慎处理,确保明确的范围定义、充分的培训和协作实现,以减轻诸如角色模糊或误诊等风险。借鉴全球先进的实践模式和新兴文献的经验,本文呼吁讨论内科专业化在物理治疗实践中的可行性、安全性和价值。这种观点的目标不是取代医疗专业人员,而是通过有针对性的循证康复策略和预防方法来增强慢性病管理。
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引用次数: 0
Preliminary study on the treatment of prepubescent adolescent idiopathic scoliosis with Schroth exercises combined with core exercises. 施罗斯运动联合核心运动治疗青春期前青少年特发性脊柱侧凸的初步研究。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-09-05 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1586538
Han-Tao Jiang, Jia-Yan Chen, Feng-Ze Wu, Shu-Jun Chen, Wei-Qiang Wang, Min-Jiao Wu

Background: Adolescent Idiopathic Scoliosis (AIS) is a common spinal deformity affecting 1%-3% of adolescents aged 10-18, characterized by a lateral curvature with a Cobb angle ≥10°. Current treatments, including bracing and surgery, have limitations in patient compliance and invasiveness, highlighting the need for effective non-surgical alternatives.

Methods: This retrospective cohort study included five prepubescent patients (age 10-14 years, Tanner Stage 1-2) with moderate AIS (Cobb angle 20°-40°). The intervention combined Schroth exercises with core exercises, performed 3-4 times daily over six months. Cobb angles were measured from standing full-spine radiographs at baseline and six months, while quality of life was assessed using the Scoliosis Research Society-22 (SRS-22) questionnaire.

Results: The mean Cobb angle significantly reduced from 24.12° ± 4.80° at baseline to 12.68° ± 8.11° post-intervention (p = 0.012). Quality of life improved across all SRS-22 domains, with statistically significant gains in pain (p < 0.001), function (p = 0.011), mental health (p < 0.001), and self-image (p < 0.001). These findings suggest that the combined intervention effectively addresses spinal alignment and muscle strength, leading to improved clinical outcomes.

Conclusion: This preliminary study demonstrates that combining Schroth exercises with core exercises is a promising non-surgical intervention for prepubescent AIS patients, significantly reducing Cobb angles and improving quality of life. Future research should include larger cohorts and longer follow-up periods to validate these findings and explore the long-term benefits of this combined approach.

背景:青少年特发性脊柱侧凸(AIS)是一种常见的脊柱畸形,约占10-18岁青少年的1%-3%,其特征为Cobb角≥10°的侧弯。目前的治疗方法,包括支具和手术,在患者的依从性和侵入性方面存在局限性,因此需要有效的非手术替代方案。方法:本回顾性队列研究纳入5例中度AIS (Cobb角20°-40°)的青春期前患者(年龄10-14岁,Tanner 1-2期)。干预结合了Schroth练习和核心练习,每天进行3-4次,持续6个月。在基线和6个月时通过站立全脊柱x线片测量Cobb角,同时使用脊柱侧凸研究协会-22 (SRS-22)问卷评估生活质量。结果:平均Cobb角由基线时的24.12°±4.80°降至干预后的12.68°±8.11°(p = 0.012)。所有SRS-22领域的生活质量均有改善,在疼痛(p = 0.011)和心理健康(p p)方面有统计学上显著的改善。结论:本初步研究表明,结合Schroth运动和核心运动是一种很有希望的非手术干预青春期前AIS患者,显着减少Cobb角,提高生活质量。未来的研究应包括更大的队列和更长的随访期,以验证这些发现并探索这种联合方法的长期益处。
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引用次数: 0
Quality of life among lower limb prosthetic users in Jordan: a cross-sectional study using the Arabic SF-36. 约旦下肢假肢使用者的生活质量:一项使用阿拉伯语SF-36的横断面研究
IF 1.9 Q3 REHABILITATION Pub Date : 2025-09-03 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1665006
Mahmoud Alfatafta, Huda Alfatafta, Amneh Alshawabka, Huthaifa Atallah, Anthony McGarry

Introduction: Lower limb amputation is a life-altering event that affects multiple dimensions of quality of life (QoL), including physical functioning, emotional well-being, and social participation. Despite the clinical importance of QoL assessment in prosthetic rehabilitation, few studies have examined the multidimensional impact of amputation and prosthesis use in the Jordanian context. This study aimed to evaluate the QoL of lower-limb prosthetic users in Jordan and examine potential differences based on gender, and amputation level.

Methods: A cross-sectional study was conducted with 293 adults with lower limb amputations, using prostheses. Participants completed the Arabic version of the RAND 36-Item Health Survey (SF-36). Data were collected from public and private rehabilitation centers across Jordan. Eight QoL subscales were scored on a 0-100 scale. Descriptive statistics, group comparisons (gender and age group), and multiple linear regression were conducted to assess predictors of QoL.

Results: The highest domain scores were observed in Emotional Well-being (median = 77.0, IQR 55.0-90.0) and Social Functioning (median = 100.0, IQR 62.5-100.0), while the lowest were in Role Physical (median = 50.0, IQR 0.0-100.0) and General Health (median = 41.7, IQR 33.3-58.3). Group comparisons revealed significant differences by amputation level in Role Physical, Role Emotional, and Composite QoL scores, with individuals with more proximal amputations reporting lower outcomes. Regression analyses showed that older age significantly predicted poorer Physical Functioning (β = -0.75, p < 0.001), and male participants scored higher than females in the same domain (β =  + 8.67, p = 0.0227). Amputation level was significantly associated with QoL in select domains in group comparisons, though it was not a significant predictor in multivariable regression. Education level was not a significant factor in either analysis. The models explained a modest proportion of variance, with R² values ranging from 0.03 to 0.19 across SF-36 domains.

Conclusions: Lower limb prosthetic users in Jordan experience moderate impairments in physical QoL domains, particularly among older adults. Emotional and social domains were relatively preserved. Demographic factors, especially age and gender were associated with differences in specific QoL outcomes and should be considered in the development of personalized rehabilitation strategies.

下肢截肢是一种改变生活的事件,影响生活质量(QoL)的多个维度,包括身体功能、情绪健康和社会参与。尽管生活质量评估在假肢康复中具有重要的临床意义,但很少有研究调查了约旦截肢和假肢使用的多维影响。本研究旨在评估约旦下肢假肢使用者的生活质量,并检查基于性别和截肢水平的潜在差异。方法:对293例使用假肢的成人下肢截肢患者进行横断面研究。参与者完成了兰德公司36项健康调查(SF-36)的阿拉伯语版本。数据是从约旦各地的公共和私人康复中心收集的。8个生活质量分量表按0-100分进行评分。采用描述性统计、分组比较(性别和年龄组)和多元线性回归评估生活质量的预测因素。结果:各领域得分最高的是情绪健康(median = 77.0, IQR 55.0 ~ 90.0)和社会功能(median = 100.0, IQR 62.5 ~ 100.0),最低的是角色身体(median = 50.0, IQR 0.0 ~ 100.0)和一般健康(median = 41.7, IQR 33.3 ~ 58.3)。组间比较显示,截肢水平在角色身体、角色情感和综合生活质量评分方面存在显著差异,近端截肢次数越多的个体报告的预后较低。回归分析显示,年龄越大,身体功能越差(β = -0.75, p β = + 8.67, p = 0.0227)。在组比较中,截肢水平与选择领域的生活质量显著相关,但在多变量回归中不是显著的预测因子。教育水平在两种分析中都不是显著因素。这些模型解释了适度比例的方差,在SF-36域上,R²值从0.03到0.19不等。结论:约旦下肢假肢使用者在身体生活质量方面存在中度损伤,尤其是老年人。情感和社会领域相对保留了下来。人口因素,特别是年龄和性别与特定生活质量结果的差异有关,在制定个性化康复策略时应考虑这些因素。
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引用次数: 0
Intramuscular hemorrhage during rehabilitation in a post-stroke patient with vascular Ehlers-Danlos syndrome: a case report and review of spasticity-related muscle injury. 卒中后血管性埃勒-丹洛斯综合征患者康复期间肌肉内出血:痉挛相关肌肉损伤的病例报告和回顾。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-09-01 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1638656
Rina Izumi, Koji Hayashi, Mamiko Sato, Tomohisa Yamaguchi, Asuka Suzuki, Yuka Nakaya, Kazumi Ikeda, Masamichi Ikawa, Yasutaka Kobayashi

We present the first documented case of vascular Ehlers-Danlos syndrome (vEDS) associated with muscle injury in a spastic muscle following a stroke, which occurred during physical therapy. The patient was a 46-year-old male with a family history of subarachnoid hemorrhage (SAH) and aortic dissection, who presented with sudden headache, dysarthria, and left hemiparesis, leading to transport to a nearby hospital. He was diagnosed with arterial dissection and subsequent SAH and cerebral infarction in the right hemisphere using brain computed tomography (CT) and magnetic resonance imaging (MRI). He received treatment with antihypertensive and antiplatelet medications. After five weeks, he was admitted for rehabilitation with moderate left-sided hemiparesis and spasticity. Twenty-six weeks post-onset, while participating in passive hamstring stretching, he experienced sudden pain and swelling in his left thigh. Imaging confirmed hematomas in the biceps femoris and semitendinosus muscles, indicating muscle injury. Clopidogrel was discontinued due to progressive anemia, and the hematoma resolved within five days. He quickly resumed ambulation with increasing independence. One month after the injury, he was discharged home, and subsequent genetic testing at another institution confirmed the diagnosis of vEDS with a pathogenic variant in COL3A1. Patients with vEDS are at an increased risk for injuries due to tissue fragility. A stroke can lead to limb spasticity, making spastic muscles more susceptible to injury during sudden stretching, such as passive stretching. This report highlights the need for clinicians to exercise caution when rehabilitating vEDS patients, especially in the absence of established guidelines. Further case reports and clinical evidence are essential to develop comprehensive rehabilitation standards for vEDS.

我们提出了第一例血管Ehlers-Danlos综合征(vEDS)与中风后痉挛肌肉损伤相关的病例,这发生在物理治疗期间。患者为46岁男性,有蛛网膜下腔出血(SAH)和主动脉夹层家族史,表现为突发性头痛、构音障碍和左偏瘫,被送往附近医院。通过脑部计算机断层扫描(CT)和磁共振成像(MRI),他被诊断为动脉夹层,随后出现SAH和右半球脑梗死。他接受了抗高血压和抗血小板药物治疗。五周后,他因中度左侧偏瘫和痉挛入院康复。发病后26周,在进行被动腘绳肌拉伸时,患者左大腿突然疼痛肿胀。影像学证实股二头肌和半腱肌有血肿,提示肌肉损伤。因进行性贫血停用氯吡格雷,5天血肿消退。他很快恢复了行走,越来越独立。受伤一个月后,他出院回家,随后在另一家机构进行的基因检测证实了vEDS的诊断,诊断为COL3A1致病性变异。由于组织脆弱,vEDS患者受伤的风险增加。中风可导致肢体痉挛,使痉挛的肌肉在突然拉伸(如被动拉伸)时更容易受伤。该报告强调,临床医生在对vEDS患者进行康复治疗时需要谨慎行事,特别是在缺乏既定指南的情况下。进一步的病例报告和临床证据对于制定vEDS的综合康复标准至关重要。
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引用次数: 0
Mixed methods analysis of an interdisciplinary intervention to promote balance confidence in lower limb prosthesis users. 跨学科干预促进下肢假体使用者平衡信心的混合方法分析。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-09-01 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1626051
Noah J Rosenblatt, Kristin L Schneider, Steven A Miller, Kavork Hagopian, Sarah Hagg, Christopher Reddin, Rachel Churchill, Gregory M Dams, John E Calamari, Aaron Stachowiak, Matthew J Major
<p><strong>Introduction: </strong>Low balance confidence, i.e., low self-perception in ones' ability to maintain balance while performing activities, is prevalent among lower limb prostheses users (LLPUs) and can affect community participation and quality of life (QoL). Although low balance confidence can manifest from poor function, it also depends on one's beliefs in their abilities to engage in activities, which need not reflect actual abilities. Increasing low balance confidence and associated participation limitations requires approaches that address its' physical and psychological underpinnings.</p><p><strong>Methods: </strong>A randomized controlled trial was conducted to evaluate the initial effectiveness of a multicomponent intervention to target balance confidence in LLPU. Nineteen adults with ≥6-months experience using a prosthesis for unilateral, transtibial amputation, and with low balance confidence (Activities-specific Balance Confidence (ABC) scale scores ≤ 80) completed up to eight intervention sessions following an established protocol, which integrated physical therapy exercises (primarily virtual reality active gaming) and cognitive behavioral therapy strategies, or eight weeks of at home-seated exercises. Outcome measures, collected before randomization, and 0- and 16- weeks after completing the intervention/at-home exercises, addressed four domains: (i) balance confidence-the ABC scale, modified Gait Self Efficacy scale and the Fear of Falling Avoidance Behavior Questionnaire; (ii) community participation-sections of the 36-Item Short Form Survey, sections of the Community Reintegration of Injured Servicemembers scale, the Frenchay Activity Index and step counts; (iii) QoL-the wellbeing scale of the Prosthetic Evaluation Questionnaire; and (iv) function-the Berge Balance Sale and the L-Test of walking. Statistical tests compared baseline and post-training assessment scores between groups, and individual responsiveness was evaluated by comparing change scores to minimum detectable change (MDC).</p><p><strong>Results: </strong>Overall, results support the initial efficacy of the intervention, with at least one outcome in 3-of-4 domains (balance confidence, community participation and functional mobility) showing strong, significant group-level effects, or individual-level effects (>30% of participants having changes > MDC). Moreover, semi-structured exit interviews suggest participants perceived benefit from the intervention.</p><p><strong>Discussion: </strong>Integrating physical therapy exercises with cognitive behavioral therapy strategies to simultaneously address physical underpinnings and maladaptive cognitions around low balance confidence can meaningfully improve balance and walking confidence, as well as community participation. To the best of our knowledge the current study is the first to evaluate an intervention to specifically target balance confidence in LLPUs.</p><p><strong>Clinical trial registration: </strong>
前言:平衡自信低,即在进行活动时保持平衡能力的自我认知低,在下肢假肢使用者(llpu)中普遍存在,并可能影响社区参与和生活质量(QoL)。虽然低平衡自信可以从功能差表现出来,但它也取决于一个人对自己从事活动能力的信念,这并不需要反映实际能力。日益增加的低平衡信心和相关的参与限制需要解决其“生理和心理基础”的方法。方法:通过一项随机对照试验来评估多组分干预对LLPU平衡置信度目标的初步有效性。19名有6个月以上单侧、跨胫截肢假体使用经验且平衡信心低(活动特异性平衡信心(ABC)量表得分≤80)的成年人,按照既定的方案完成了多达8个干预疗程,其中包括物理治疗练习(主要是虚拟现实主动游戏)和认知行为治疗策略,或8周的在家静坐练习。结果测量,在随机化前和完成干预/在家锻炼后0周和16周收集,涉及四个领域:(i)平衡信心- ABC量表,改良步态自我效能量表和害怕跌倒避免行为问卷;(ii)社区参与——36项简短调查的部分、受伤军人重返社会量表的部分、法国活动指数和步数;(iii) qol——假肢评估问卷幸福感量表;(iv)功能- Berge Balance Sale和行走的l检验。统计测试比较各组之间的基线和训练后评估得分,并通过比较变化得分和最小可检测变化(最小可检测变化)来评估个体反应性。结果:总体而言,结果支持干预的初始效果,在4个领域中的3个领域(平衡信心,社区参与和功能流动性)中至少有一个结果显示出强烈的,显著的群体水平效应,或个人水平效应(bbb30 %的参与者改变> MDC)。此外,半结构化的离职面谈表明,参与者从干预中获益。讨论:将物理治疗练习与认知行为治疗策略相结合,同时解决身体基础和围绕低平衡信心的适应不良认知,可以有意义地提高平衡和行走信心,以及社区参与。据我们所知,目前的研究是第一个评估针对llpu平衡信心的干预措施的研究。临床试验注册:clinicaltrials.gov,识别码NCT03411148。
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引用次数: 0
Shoulder pain: to image or not to image? 肩痛:影像还是不影像?
IF 1.9 Q3 REHABILITATION Pub Date : 2025-08-29 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1624056
Fabrizio Brindisino, Paul Salamh, Chad Cook, Jeremy Lewis, Alvisa Palese, Germano Guerra, Jacopo Bonavita, Giacomo Rossettini
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引用次数: 0
Patient satisfaction and tolerance of virtual reality rehabilitation in subacute ischemic stroke: a pilot study. 亚急性缺血性脑卒中患者满意度和虚拟现实康复的耐受性:一项试点研究。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-08-26 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1660766
Sarka Banikova, Alice Najsrova, Istvan Szegedi, Katerina Vitova, Iva Fiedorova, Jana Trda, Ondrej Volny

Background: Virtual reality (VR) rehabilitation represents a promising technological approach in post-stroke neurorehabilitation, offering immersive, engaging therapy environments. However, limited data exist on patient satisfaction and tolerance in clinical practice, particularly during the subacute phase of stroke recovery.

Objective: To evaluate patient satisfaction and tolerance of VR rehabilitation in patients with subacute ischemic stroke and assess physiotherapist perceptions of treatment outcomes compared to conventional rehabilitation.

Methods: A prospective pilot study was conducted from January 1, 2024, to December 31, 2024, at the Department of Neurology, University Hospital Ostrava, Czech Republic. Patients in the subacute phase of ischemic stroke (≤2 weeks post-stroke) underwent VR rehabilitation using the MDR-certified VR Vitalis® Pro system. Patient satisfaction was measured using the User Satisfaction Evaluation Questionnaire (USEQ) with individual question analysis. Physiotherapists assessed treatment outcomes on a 5-point scale compared to conventional rehabilitation. Vital signs were monitored pre- and post-intervention.

Results: Nineteen patients (mean age 67.7 ± 11.2 years, 52.6% female) completed VR rehabilitation. The mean USEQ satisfaction score was 25.0 ± 6.8 points (range 7-30). High satisfaction (≥25 points) was achieved in 68.4% of patients, with only 5.3% reporting low satisfaction (<15 points). Individual question analysis revealed highest ratings for information clarity (4.63 ± 0.96) and perceived rehabilitation benefit (4.37 ± 1.12), with excellent tolerability as 63.2% reported no discomfort. Physiotherapists rated 31.6% of patients as showing better outcomes than expected with conventional therapy, while 52.6% showed similar outcomes and 15.8% showed worse outcomes. The mean number of VR sessions per patient was 4.2 ± 4.1. No serious adverse events were recorded.

Conclusions: VR rehabilitation demonstrated high patient satisfaction and excellent tolerance in subacute stroke patients. Individual USEQ analysis revealed particularly strong acceptance for system clarity and rehabilitation benefit. These findings support the feasibility and acceptability of VR rehabilitation in clinical stroke care.

背景:虚拟现实(VR)康复是卒中后神经康复的一种很有前途的技术方法,提供身临其境、引人入胜的治疗环境。然而,临床实践中关于患者满意度和耐受性的数据有限,特别是在卒中恢复的亚急性期。目的:评价亚急性缺血性脑卒中患者对虚拟现实康复的满意度和耐受性,并评估物理治疗师对治疗结果的看法。方法:前瞻性先导研究于2024年1月1日至2024年12月31日在捷克共和国奥斯特拉发大学医院神经内科进行。缺血性卒中亚急性期(卒中后≤2周)患者使用耐多药认证的VR Vitalis®Pro系统进行VR康复。采用用户满意度评估问卷(USEQ)进行患者满意度测量,并进行个别问题分析。与传统康复相比,物理治疗师以5分制评估治疗结果。监测干预前后的生命体征。结果:19例患者(平均年龄67.7±11.2岁,女性52.6%)完成VR康复。平均USEQ满意度得分为25.0±6.8分(范围7-30)。68.4%的患者满意度高(≥25分),仅5.3%的患者满意度低(结论:虚拟现实康复在亚急性脑卒中患者中表现出较高的患者满意度和良好的耐受性。个别USEQ分析显示,对系统清晰度和康复效益的接受度特别高。这些发现支持了VR康复在临床卒中治疗中的可行性和可接受性。
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引用次数: 0
Machine learning predicts improvement of functional outcomes in spinal cord injury patients after inpatient rehabilitation. 机器学习预测脊髓损伤患者住院康复后功能结果的改善。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1594753
Mohammad Rasoolinejad, Irene Say, Peter B Wu, Xinran Liu, Yan Zhou, Nathan Zhang, Emily R Rosario, Daniel C Lu

Introduction: Spinal cord injury (SCI) presents a significant burden to patients, families, and the healthcare system. The ability to accurately predict functional outcomes for SCI patients is essential for optimizing rehabilitation strategies, guiding patient and family decision making, and improving patient care.

Methods: We conducted a retrospective analysis of 589 SCI patients admitted to a single acute rehabilitation facility and used the dataset to train advanced machine learning algorithms to predict patients' rehabilitation outcomes. The primary outcome was the Functional Independence Measure (FIM) score at discharge, reflecting the level of independence achieved by patients after comprehensive inpatient rehabilitation.

Results: Tree-based algorithms, particularly Random Forest (RF) and XGBoost, significantly outperformed traditional statistical models and Generalized Linear Models (GLMs) in predicting discharge FIM scores. The RF model exhibited the highest predictive accuracy, with an R-squared value of 0.90 and a Mean Squared Error (MSE) of 0.29 on the training dataset, while achieving 0.52 R-squared and 1.37 MSE on the test dataset. The XGBoost model also demonstrated strong performance, with an R-squared value of 0.74 and an MSE of 0.75 on the training dataset, and 0.51 R-squared with 1.39 MSE on the test dataset. Our analysis identified key predictors of rehabilitation outcomes, including the initial FIM scores and specific demographic factors such as level of injury and prehospital living settings. The study also highlighted the superior ability of tree-based models to capture the complex, non-linear relationships between variables that impact recovery in SCI patients.

Discussion: This research underscores the potential of machine learning models to enhance the accuracy of outcome predictions in SCI rehabilitation. The findings support the integration of these advanced predictive tools in clinical settings to better guide decision making for patients and families, tailor rehabilitation plans, allocate resources efficiently, and ultimately improve patient outcomes.

简介:脊髓损伤(SCI)提出了一个显着的负担,病人,家庭和医疗保健系统。准确预测脊髓损伤患者功能结局的能力对于优化康复策略、指导患者和家属决策以及改善患者护理至关重要。方法:我们对一家急性康复机构收治的589名SCI患者进行了回顾性分析,并使用该数据集训练先进的机器学习算法来预测患者的康复结果。主要终点是出院时功能独立测量(FIM)评分,反映患者在全面住院康复后获得的独立水平。结果:基于树的算法,特别是随机森林(RF)和XGBoost,在预测放电FIM分数方面明显优于传统统计模型和广义线性模型(GLMs)。RF模型的预测精度最高,在训练数据集上的r平方值为0.90,均方误差(MSE)为0.29,而在测试数据集上的r平方值为0.52,MSE为1.37。XGBoost模型也表现出了很强的性能,在训练数据集上的r平方值为0.74,MSE为0.75,在测试数据集上的r平方值为0.51,MSE为1.39。我们的分析确定了康复结果的关键预测因素,包括初始FIM评分和特定的人口因素,如损伤水平和院前生活环境。该研究还强调了基于树的模型在捕捉影响脊髓损伤患者康复的变量之间复杂的非线性关系方面的优越能力。讨论:这项研究强调了机器学习模型在提高脊髓损伤康复结果预测准确性方面的潜力。研究结果支持在临床环境中整合这些先进的预测工具,以更好地指导患者和家庭的决策,定制康复计划,有效地分配资源,并最终改善患者的预后。
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引用次数: 0
Qualitative insights from an online community-based exercise intervention for persons living with HIV. 针对艾滋病毒感染者的在线社区运动干预的定性见解。
IF 1.9 Q3 REHABILITATION Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.3389/fresc.2025.1602007
Francisco Ibáñez-Carrasco, Kiera McDuff, George Da Silva, Ahmed M Bayoumi, Soo Chan Carusone, Mona Loutfy, Ada Tang, Puja Ahluwalia, Lisa Avery, Kelly K O'Brien

Introduction: Online community-based exercise (CBE) is a rehabilitation strategy that can promote health outcomes among people living with HIV. We aimed to describe experiences implementing a community-based exercise (CBE) intervention with adults living with HIV.

Methods: We conducted a longitudinal qualitative descriptive study involving interviews with adults living with HIV and persons implementing an online tele-coaching CBE intervention. Leveraging community-based research principles, the intervention aimed to improve physical activity engagement and health outcomes through online individualized coaching, online YMCA resources, and wearable fitness technology. We analyzed interviews with adults living with HIV and representatives involved in CBE implementation at baseline (month 0), end of intervention (6 months), and end of follow-up phase (12 months).

Results: Thirteen adults living with HIV and eight representatives involved in CBE implementation participated in the study (43 interviews total). Key themes included the "four Cs": Cost, Care, Comfort, and Convenience that encapsulated participants' perceptions of financial barriers, need for holistic healthcare integration, importance of stigma-free and emotionally supportive environments, and accessibility of health interventions.

Discussion: Results underscore the critical role of inclusive and adaptable exercise programs in addressing the complex needs of individuals with chronic, episodic conditions such as HIV, and the value of participatory, community-driven methodologies in designing effective and equitable health interventions.

Clinical trial registration: NCT05006391.

在线社区运动(CBE)是一种康复策略,可以促进艾滋病毒感染者的健康结果。我们的目的是描述对成年艾滋病毒感染者实施社区运动(CBE)干预的经验。方法:我们进行了一项纵向定性描述性研究,包括对成年艾滋病毒感染者和实施在线远程指导CBE干预的人进行访谈。利用基于社区的研究原则,干预旨在通过在线个性化指导、在线YMCA资源和可穿戴健身技术提高体育活动参与度和健康结果。我们分析了在基线(第0个月)、干预结束(6个月)和随访阶段结束(12个月)时对成年艾滋病毒感染者和参与CBE实施的代表的访谈。结果:13名成年HIV感染者和8名参与CBE实施的代表参与了研究(共43次访谈)。关键主题包括“4c”:成本(Cost)、护理(Care)、舒适(Comfort)和便利(Convenience),它概括了参与者对财务障碍的看法、对整体医疗保健整合的需求、无耻辱感和情感支持环境的重要性,以及健康干预措施的可及性。讨论:结果强调了包容性和适应性锻炼方案在解决慢性、偶发性疾病(如艾滋病毒)患者的复杂需求方面的关键作用,以及参与性、社区驱动的方法在设计有效和公平的卫生干预措施方面的价值。临床试验注册:NCT05006391。
{"title":"Qualitative insights from an online community-based exercise intervention for persons living with HIV.","authors":"Francisco Ibáñez-Carrasco, Kiera McDuff, George Da Silva, Ahmed M Bayoumi, Soo Chan Carusone, Mona Loutfy, Ada Tang, Puja Ahluwalia, Lisa Avery, Kelly K O'Brien","doi":"10.3389/fresc.2025.1602007","DOIUrl":"10.3389/fresc.2025.1602007","url":null,"abstract":"<p><strong>Introduction: </strong>Online community-based exercise (CBE) is a rehabilitation strategy that can promote health outcomes among people living with HIV. We aimed to describe experiences implementing a community-based exercise (CBE) intervention with adults living with HIV.</p><p><strong>Methods: </strong>We conducted a longitudinal qualitative descriptive study involving interviews with adults living with HIV and persons implementing an online tele-coaching CBE intervention. Leveraging community-based research principles, the intervention aimed to improve physical activity engagement and health outcomes through online individualized coaching, online YMCA resources, and wearable fitness technology. We analyzed interviews with adults living with HIV and representatives involved in CBE implementation at baseline (month 0), end of intervention (6 months), and end of follow-up phase (12 months).</p><p><strong>Results: </strong>Thirteen adults living with HIV and eight representatives involved in CBE implementation participated in the study (43 interviews total). Key themes included the \"four Cs\": Cost, Care, Comfort, and Convenience that encapsulated participants' perceptions of financial barriers, need for holistic healthcare integration, importance of stigma-free and emotionally supportive environments, and accessibility of health interventions.</p><p><strong>Discussion: </strong>Results underscore the critical role of inclusive and adaptable exercise programs in addressing the complex needs of individuals with chronic, episodic conditions such as HIV, and the value of participatory, community-driven methodologies in designing effective and equitable health interventions.</p><p><strong>Clinical trial registration: </strong>NCT05006391.</p>","PeriodicalId":73102,"journal":{"name":"Frontiers in rehabilitation sciences","volume":"6 ","pages":"1602007"},"PeriodicalIF":1.9,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12415039/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145031235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Frontiers in rehabilitation sciences
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