range of motion

运动范围
  • 文章类型: Journal Article
    目的:使用大鼠模型,我们调查了多学科康复的效果,包括有氧训练和药膏,在ROM上,vWF,VEGF含量,关节挛缩大鼠股动脉血流动力学。
    方法:将44只Wistar大鼠分为正常对照组(NC,八只大鼠)和实验组(EG)。采用外固定器建立EG组大鼠关节挛缩模型。固定器移除后,32只大鼠进一步分为MC,SC,RE,和SR组(n=8)。在42天的干预前后,ROM,vWF,VEGF,PS,ED,使用X射线成像测量RI,ELISA,还有彩色多普勒超声,分别。
    结果:移除固定器后,EG组的ROM低于NC组(p<0.01)。干预之后,SR的ROM,RE,SC组有所改善。SR组的ROM达到了NC组的类似值。SR组vWF和VEGF水平低于MC组,SC,和RE组(p<0.05),与NC组相似。SR和RE组的PS值高于MC和SC组。SR组的RI值高于NC和MC组。
    结论:本研究采用多学科康复治疗可协同治疗关节挛缩。它改进了关节的ROM,降低vWF和VEGF的含量,改善股动脉血流动力学.
    OBJECTIVE: Using a rat model, we investigated the effect of multidisciplinary rehabilitation, including aerobic training and ointment, on the ROM, vWF, VEGF content, and femoral artery hemodynamics in rats with joint contracture.
    METHODS: A total of 44 Wistar rats were divided into the normal control group (NC, eight rats) and the experimental group (EG). A joint contracture model was established for the rats in the EG group by an external fixator. After fixator removal, 32 rats are further divided into the MC, SC, RE, and SR groups (n = 8). Before and after the 42 day intervention, the ROM, vWF, VEGF, PS, ED, and RI were measured using X-ray imaging, ELISA, and color Doppler ultrasound, respectively.
    RESULTS: After fixator removal, ROM for EG group was lower than that of the NC group (p < .01). After the intervention, ROM for the SR, RE, and SC groups was improved. The ROM for the SR group reached a similar value for NC group. vWF and VEGF levels in SR group were lower than in the MC, SC, and RE groups (p < .05), and had a similar value to the NC groups. PS value for SR and RE groups was higher than the MC and SC groups. The RI value for SR group was higher than that of NC and MC groups.
    CONCLUSIONS: Multidisciplinary rehabilitation used in this study can treat joint contracture synergistically. It improves the ROM of the joint, reduces the content of vWF and VEGF, and improves the femoral artery hemodynamics.
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  • 文章类型: Journal Article
    背景:这项研究调查了自主开发的智能监测系统在全膝关节置换术(TKA)后用于家庭膝关节康复的有效性。
    方法:在这项随机对照试验中,120例接受TKA的患者使用随机数字分配进行分组。术前和术后一个月膝关节功能评估,生活质量,用智能监测系统进行了等距的膝关节伸展强度。患者在出院前接受了特定组的康复指导,并进行了一个月的锻炼。
    结果:支具监测康复组术后1个月内患侧的等轴侧膝关节伸肌强度变化显示,与手术前1天相比,手术后3天显著下降。在术后第5、7、14和21天进行的后续测量表明力量逐渐增加,尽管与以前的测量结果相比,这些增加没有达到统计学意义。手术后一个月,与手术前水平相比,所有组的膝关节功能和活动度均有显著改善.值得注意的是,支具监测组的36项短期健康调查(SF-36)评分比常规康复组显著改善.
    结论:智能监测系统为TKA后的家庭膝关节康复提供了有效的实时监测和指导。它显著增强膝关节功能,等距膝盖伸展强度,与传统康复方法相比,术后不久的生活质量。该系统为改善TKA患者的术后恢复提供了有希望的方法。
    背景:本研究经湘雅医院医学伦理委员会批准,中南大学(伦理学批准号202209008-2)。在中国临床试验注册中心注册,世界卫生组织国际临床试验注册平台(注册编号ChiCTR2300068852)的主要注册。
    BACKGROUND: This study investigates the effectiveness of a self-developed intelligent monitoring system for home-based knee rehabilitation following total knee arthroplasty (TKA).
    METHODS: In this randomized controlled trial, 120 patients undergoing TKA were divided using random digit allocation. Preoperative and one-month postoperative assessments of knee function, quality of life, and isometric knee extension strength were conducted with the Intelligent Monitoring System. Patients received group-specific rehabilitation instructions pre-discharge and performed exercises for one month.
    RESULTS: Changes in isometric knee extensor strength on the affected side within one month post-surgery for the brace-monitored rehabilitation group showed a significant decrease three days after surgery compared to one day before surgery. Subsequent measurements taken at postoperative days 5, 7, 14, and 21 indicated a gradual increase in strength, although these increases did not reach statistical significance when compared with previous measurements. One month post-surgery, all groups demonstrated significant improvements in knee joint function and mobility compared to pre-surgery levels. Notably, the brace-monitored group showed statistically significant improvements in 36-Item Short-Form Health Survey (SF-36) scores over the conventional rehabilitation group.
    CONCLUSIONS: The Intelligent Monitoring System provides effective real-time monitoring and guidance for home-based knee rehabilitation post-TKA. It significantly enhances knee joint function, isometric knee extension strength, and quality of life shortly after surgery compared to traditional rehabilitation methods. This system offers a promising approach for improving postoperative recovery in TKA patients.
    BACKGROUND: This study was approved by the Medical Ethics Committee of Xiangya Hospital, Central South University (Ethics Approval Number 202209008-2). It was registered with the China Clinical Trial Registry, a primary registry of the World Health Organization\'s International Clinical Trials Registry Platform (Registration Number ChiCTR2300068852).
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  • 文章类型: Journal Article
    背景:这项研究旨在评估TESSYS期间使用大通道内窥镜检查进行椎间孔成形术对腰椎生物力学的影响。
    方法:完整的腰椎模型,M1是使用3D有限元建造的,并建立模型M2和M3,以模拟使用直径为5mm和8.5mm的环钻锯去除L5的上关节突,分别,并在不同的模型上施加正常的生理负荷来模拟六种工作条件——前屈,后延伸,左右横向弯曲,和左右旋转-研究手术节段的位移和小关节应力变化,以及手术和邻近节段的椎间盘应力变化。
    结果:与M1模型相比,M2和M3模型显示,前屈时L4-5左侧FJ应力降低,右侧FJ应力显著增加.在M2和M3型号中,L4-5FJ应力在左侧弯曲或向左旋转中明显大于在右侧弯曲或向右旋转中。M3的右FJ应力在左旋转过程中大于M2,M2大于M1。M3模型的L4-5椎间盘应力在向后延伸期间大于M1和M2模型。M3模型中的L4-5disc应力在右旋转中大于M2模型中的应力,M2模型中的数值大于M1模型中的数值。
    结论:使用大通道内窥镜检查的椎间孔成形术可增加对FJ和手术段椎间盘的应力,这表明在PTED中应避免不必要和过度的切除,以最大程度地减少生物力学破坏。
    BACKGROUND: This study aimed to evaluate the effect of foraminoplasty using large-channel endoscopy during TESSYS on the biomechanics of the lumbar spine.
    METHODS: A complete lumbar spine model, M1, was built using 3D finite elements, and models M2 and M3 were constructed to simulate the intraoperative removal of the superior articular process of L5 using a trephine saw with diameters of 5 mm and 8.5 mm, respectively, and applying normal physiological loads on the different models to simulate six working conditions-anterior flexion, posterior extension, left-right lateral bending, and left-right rotation-to investigate the displacement and facet joint stress change of the surgical segment, and the disc stress change of the surgical and adjacent segments.
    RESULTS: Compared with the M1 model, the M2 and M3 models showed decreased stress at the L4-5 left FJ and a significant increase in stress at the right FJ in forward flexion. In the M2 and M3 models, the L4-5 FJ stresses were significantly greater in left lateral bending or left rotation than in right lateral bending or right rotation. The right FJ stress in M3 was greater during left rotation than that in M2, and that in M2 was greater than that in M1. The L4-5disc stress in the M3 model was greater during posterior extension than that in the M1 and M2 models. The L4-5disc stress in the M3 model was greater in the right rotation than in the M2 model, and that in the M2 model was greater than that in the M1 model.
    CONCLUSIONS: Foraminoplasty using large-channel endoscopy could increase the stress on the FJ and disc of the surgical segment, which suggested unnecessary and excessive resection should be avoided in PTED to minimize biomechanical disruption.
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  • 文章类型: Journal Article
    背景:评估器械辅助软组织动员(IASTM)对运动范围(ROM)的有效性。
    方法:我们对PubMed进行了文献检索,Embase,WebofScience,和Cochrane图书馆数据库从成立到2023年12月23日。在有或没有ROM缺陷的健康个体中,比较接受IISTM的治疗组与对照组或IISTM加另一种治疗与其他治疗的随机对照试验,或包括肌肉骨骼疾病患者。使用Cochrane偏倚风险工具评估偏倚风险。
    结果:包括450名参与者在内的9项试验被纳入定量分析。ISTM可有效改善ROM缺陷的健康个体和肌肉骨骼疾病患者的ROM程度(n=4)(MD=4.94,95%CI:3.29至6.60),在没有ROM缺陷的健康个体中(n=4)(MD=2.32,95%CI:1.30至3.34),但未能改善ROM缺陷的健康个体的ROM(n=1)(MD=0.39,95%CI:-1.34至2.11,p=0.66,I2=88%)。
    结论:IISTM可以改善有或没有ROM缺陷的健康个体的ROM程度,或患有肌肉骨骼疾病的患者(具有非常低至低的确定性)。
    背景:PROSPERO注册ID是CRD42023425200。
    BACKGROUND: To evaluate the effectiveness of instrument-assisted soft tissue mobilization (IASTM) on range of motion (ROM).
    METHODS: We performed a literature search of the PubMed, Embase, Web of Science, and Cochrane Library databases from inception to December 23, 2023. Randomized controlled trials that compared treatment groups receiving IASTM to controls or IASTM plus another treatment(s) to other treatment(s) among healthy individuals with or without ROM deficits, or patients with musculoskeletal disorders were included. The Cochrane risk of bias tool was used to assess the risk of bias.
    RESULTS: Nine trials including 450 participants were included in the quantitative analysis. The IASTM was effective in improving ROM in degree in healthy individuals with ROM deficits and patients with musculoskeletal disorders (n=4) (MD = 4.94, 95% CI: 3.29 to 6.60), and in healthy individuals without ROM deficits (n=4) (MD = 2.32, 95% CI: 1.30 to 3.34), but failed to improve ROM in centimeter in healthy individuals with ROM deficits (n=1) (MD = 0.39, 95% CI: -1.34 to 2.11, p=0.66, I2 = 88%).
    CONCLUSIONS: IASTM can improve ROM in degree in healthy individuals with or without ROM deficits, or in patients with musculoskeletal disorders (with very low to low certainty).
    BACKGROUND: The PROSPERO registration ID is CRD42023425200.
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  • 文章类型: Journal Article
    背景:下颌骨重建患者经常遭受下颌骨运动学异常。在计算机模拟中,比如肌肉骨骼建模,可用于预测术后下颌运动学。验证下颌肌肉骨骼模型并分析影响其准确性的因素非常重要。
    目的:研究下颌骨重建后的下颌开合运动,正如受试者特定的肌肉骨骼模型所预测的那样,以及影响其准确性的因素。
    方法:本研究纳入10例下颌骨重建术患者。锥形束计算机断层扫描图像,下颌运动,术前记录表面肌电图信号。使用患者平均肌肉参数变化作为模型输入,建立了特定于受试者的下颌肌肉骨骼模型来预测手术结果。颌骨几何形状被手术计划结果取代,并且基于非刚性迭代最近点方法对肌肉插入部位进行了配准。基于术后6个月的测量结果,对预测的颌骨运动学数据进行了验证。预测准确性与患者特征(年龄,病理和手术范围)进行了进一步分析。
    结果:下切牙位移的均方根误差(RMSE)为31.4%,钳口开口的峰值误差为4.9mm。年龄,术后感染和放疗对预测准确性有影响。咬肌脱离量与下颌张开几乎没有相关性。
    结论:下颌肌肉骨骼模型成功预测下颌骨重建后的短程颌骨开放功能。它提供了一种新颖的手术计划方法来预测发生三端子的风险。
    BACKGROUND: Mandibular reconstruction patients often suffer abnormalities in the mandibular kinematics. In silico simulations, such as musculoskeletal modelling, can be used to predict post-operative mandibular kinematics. It is important to validate the mandibular musculoskeletal model and analyse the factors influencing its accuracy.
    OBJECTIVE: To investigate the jaw opening-closing movements after mandibular reconstruction, as predicted by the subject-specific musculoskeletal model, and the factors influencing its accuracy.
    METHODS: Ten mandibular reconstruction patients were enrolled in this study. Cone-beam computed tomography images, mandibular movements, and surface electromyogram signals were recorded preoperatively. A subject-specific mandibular musculoskeletal model was established to predict surgical outcomes using patient-averaged muscle parameter changes as model inputs. Jaw bone geometry was replaced by surgical planning results, and the muscle insertion sites were registered based on the non-rigid iterative closest point method. The predicted jaw kinematic data were validated based on 6-month post-operative measurements. Correlations between the prediction accuracy and patient characteristics (age, pathology and surgical scope) were further analysed.
    RESULTS: The root mean square error (RMSE) for lower incisor displacement was 31.4%, and the error for peak magnitude of jaw opening was 4.9 mm. Age, post-operative infection and radiotherapy influenced the prediction accuracy. The amount of masseter detachment showed little correlation with jaw opening.
    CONCLUSIONS: The mandibular musculoskeletal model successfully predicted short-range jaw opening functions after mandibular reconstruction. It provides a novel surgical planning method to predict the risk of developing trismus.
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  • 文章类型: Case Reports
    目的:建立椎管内固定重建的有限元模型,分析椎管重建和内固定对脊柱稳定性的影响,并验证椎管重建和内固定在椎管手术中的有效性和可靠性。
    方法:选取一名身高172cm、体重75kg的30岁男性健康志愿者,收集其腰椎CT数据,建立正常腰椎L3-L5的有限元模型,并将结果与体外实体结果和发表的有限元分析结果进行比较,以验证模型的有效性。他们被分成正常组,椎板切除组和椎管重建组根据治疗方法不同。在相同的边界固定和生理负荷条件下,进行了六种活动,包括向前弯曲,向后扩展,左弯曲,右弯曲,左旋转和右旋转,在六种条件下,分析了L3-L4,L4-L5段的运动范围(ROM)和L3-L5的总体最大ROM的变化。
    结果:构建的L3-L5有限元模型各段的ROM位移范围与体外固体结果和以前的文献数据一致,这证实了模型的有效性。在L3-L4中,椎管重建组的ROM在向后延伸期间比正常组略有增加(差异>5%),其他条件的ROM与正常组相似(差异<5%)。屈曲状态下椎板切除组的ROM较正常组及椎管重建组明显增加,扩展,左右旋转。在L4-L5中,椎管重建组的ROM与正常组相似(<5%差异),椎板切除组的ROM明显高于正常组和椎管重建组(差异>5%)。在L3-L5的总体最大ROM中,椎管重建组仅略高于正常组(>5%差异),前屈条件下椎板切除术明显高于正常组和椎管重建组,后延伸,左右旋转(>5%的差异)。L3-L5各节段ROM和整体ROM的变化显示椎板切除组>椎管重建组>正常组。
    结论:椎板切除术会严重影响脊柱的生物力学稳定性,但椎管重建和内固定的应用可以有效减少脊柱负责段的ROM位移并保持其生物力学稳定性。
    OBJECTIVE: To establish the finite element model of spinal canal reconstruction and internal fixation,analysis influence of spinal canal reconstruction and internal fixation on spinal stability,and verify the effectiveness and reliability of spinal canal reconstruction and internal fixation in spinal canal surgery.
    METHODS: A 30-year-old male healthy volunteer with a height of 172 cm and weight of 75 kg was selected and his lumbar CT data were collected to establish a finite element model of normal lumbar L3-L5,and the results were compared with in vitro solid results and published finite element analysis results to verify the validity of the model. They were divided into normal group,laminectomy group and spinal canal reconstruction group according to different treatment methods. Under the same boundary fixation and physiological load conditions,six kinds of activities were performed,including forward bending,backward extension,left bending,right bending,left rotation and right rotation,and the changes of range of motion (ROM) of L3-L4,L4-L5 segments and overall maximum ROM of L3-L5 were analyzed under the six conditions.
    RESULTS: The ROM displacement range of each segment of the constructed L3-L5 finite element model was consistent with the in vitro solid results and previous literature data,which confirms the validity of the model. In L3-L4,ROM of spinal canal reconstruction group was slightly increased than that of normal group during posterior extension(>5% difference),and ROM of other conditions was similar to that of normal group(<5% difference). ROM in laminectomy group was significantly increase than that in normal group and spinal canal reconstruction group under the condition of flexion,extension,left and right rotation. In L4-L5,ROM in spinal canal reconstruction group was similar to that in normal group(<5% difference),while ROM in laminectomy group was significantly higher than that in normal group and spinal canal reconstruction group(>5% difference). In the overall maximum ROM of L3-L5,spinal canal reconstruction group was only slightly higher than normal group under the condition of posterior extension(>5% difference),while laminectomy was significantly higher than normal group and spinal canal reconstruction group under the condition of anterior flexion,posterior extension,left and right rotation(>5% difference). The changes of each segment ROM and overall ROM of L3-L5 showed laminectomy group>spinal canal reconstruction group>normal group.
    CONCLUSIONS: Laminectomy could seriously affect biomechanical stability of the spine,but application of spinal canal reconstruction and internal fixation could effectively reduce ROM displacement of the responsible segment of spine and maintain its biomechanical stability.
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  • 文章类型: Journal Article
    初次全膝关节置换术(TKR)后异位骨化(HO)的存在很少见,并且与膝关节的活动能力和刚度有限有关。本研究旨在确定TKR后关节镜清理是否可以降低HO并改善功能和运动范围。将30例TKR后的HO患者回顾性分为2组。A组15例患者接受关节镜清理,而B组15例患者仅进行非手术治疗,主要包括口服非甾体抗炎药(NSAIDs)和康复治疗。视觉模拟量表(VAS)评分,膝盖社会膝盖评分(KSS),在治疗前和1个月时获得活动范围(膝关节屈曲和膝关节伸展),3个月,治疗后6个月。还评估了治疗后的放射照相术以评估HO的变化。A组男性3例,女性27例,平均年龄67.4±0.8岁,B组68.2±1.3岁。骨化的最大尺寸在23个膝盖中<2厘米,2cm<异位骨6膝<5cm,1膝>5cm。末次随访X线片显示各膝关节HO大小逐渐减小。两组患者置换后VAS评分差异无统计学意义(p>0.05)。A组术前平均活动范围为-15.2~90.6°,术后增加至-4.2-110.0°。同时,治疗后各随访时间,A组的KSS评分和平均活动度均优于B组。关节镜下清创术可以减少从术后X线片看到的HO,提高功能和运动范围,两组的疼痛缓解情况也具有可比性。因此,一旦关节僵硬加重,建议在TKR后关节镜下切除HO。
    The presence of heterotopic ossification (HO) after primary total knee replacement (TKR) is rare and associated with limited mobility and stiffness of the knee. This study aimed to identify if the arthroscopic debridement after TKR could decrease HO and improve the function and range of motion. Thirty HO patients after TKR were retrospectively separated into 2 cohorts. 15 patients of group A accepted the arthroscopic debridement, while 15 patients of group B only had non-operative treatment, mainly including oral nonsteroidal anti-inflammatory drugs (NSAIDs) and rehabilitative treatment. Visual analog scale (VAS) scores, knee society knee scores (KSS), range of motion (knee flexion and knee extension) were obtained before treatment and at 1 month, 3 months, and 6 months after treatment. Radiography of after-treatment was also evaluated to assess the changes in HO. There were 3 males and 27 females with a mean age of 67.4 ± 0.8 years in group A and 68.2 ± 1.3 in group B. The onset time of HO was 3-6 months. The maximum size of the ossification was < 2 cm in 23 knees, 2 cm < heterotopic bone < 5 cm in 6 knees and > 5 cm in 1 knee. The size of HO decreased gradually in all knees by X-ray film at the last follow-up. There were no significant differences in VAS scores after replacement between two groups (p > 0.05). The average range of motion preoperatively in group A was - 15.2-90.6°, which postoperatively increased to - 4.2-110.0°. Meanwhile, the KSS scores and average range of motion of the group A were better than those of the group B at each follow-up time after treatment. Arthroscopic debridement can decrease HO seen from postoperative X-rays, improve the function and range of motion, as well as the pain remission between two groups are comparable. Consequently, arthroscopic resection of HO after TKR is recommended as soon as there is aggravating joint stiffness.
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  • 文章类型: Journal Article
    背景:腰椎融合术后总腰椎活动范围(ROM)的减少可能会抵消相邻节段ROM异常增加引起的椎间盘内压力(IDP)和小关节力(FJF)的增加。这项研究旨在确定相对总的腰椎ROM,而不是理想的相邻节段ROM,以指导术后腰部活动并进一步延迟相邻节段变性(ASD)。
    方法:构建并验证了完整的L1-S1有限元模型。基于此,我们创建了一个手术模型来模拟L4/5经椎间孔腰椎椎间融合术(TLIF).在最大总L1-S1ROM下,ROM,IDP,比较完整模型和TLIF模型之间每个相邻节段的FJF,以探讨腰椎融合对相邻节段的生物力学影响。随后,在TLIF模型中拟合总L1-S1ROM与IDP或总L1-S1ROM与FJF之间的函数关系,以计算相对总L1-S1ROM而不增加IDP和FJF。
    结果:与完整模型相比,ROM,IDP,TLIF模型中相邻段的FJF增加了12.6-28.9%,0.1-6.8%,和0-134.2%,分别。随着L1-S1ROM总数的增加,每个相邻段的IDP和FJF都有不同程度的增加。TLIF模型中相对总的L1-S1ROM为11.03°,12.50°,12.14°,屈曲9.82°,扩展,横向弯曲,和轴向旋转,分别。
    结论:测定TLIF后的相对总L1-S1ROM,与术前相比减少了19.6-29.3%。指导患者在这些特定的ROM内进行术后腰部活动,相邻段的IDP和FJF的增加可以有效地抵消,从而减轻ASD。
    BACKGROUND: A reduction in total lumbar range of motion (ROM) after lumbar fusion may offset the increase in intradiscal pressure (IDP) and facet joint force (FJF) caused by the abnormally increased ROM at adjacent segments. This study aimed to determine a relative total lumbar ROM rather than an ideal adjacent segment ROM to guide postoperative waist activities and further delay adjacent segment degeneration (ASD).
    METHODS: An intact L1-S1 finite element model was constructed and validated. Based on this, a surgical model was created to allow the simulation of L4/5 transforaminal lumbar interbody fusion (TLIF). Under the maximum total L1-S1 ROM, the ROM, IDP, and FJF of each adjacent segment between the intact and TLIF models were compared to explore the biomechanical influence of lumbar fusion on adjacent segments. Subsequently, the functional relationship between total L1-S1 ROM and IDP or total L1-S1 ROM and FJF was fitted in the TLIF model to calculate the relative total L1-S1 ROMs without an increase in IDP and FJF.
    RESULTS: Compared with those of the intact model, the ROM, IDP, and FJF of the adjacent segments in the TLIF model increased by 12.6-28.9%, 0.1-6.8%, and 0-134.2%, respectively. As the total L1-S1 ROM increased, the IDP and FJF of each adjacent segment increased by varying degrees. The relative total L1-S1 ROMs in the TLIF model were 11.03°, 12.50°, 12.14°, and 9.82° in flexion, extension, lateral bending, and axial rotation, respectively.
    CONCLUSIONS: The relative total L1-S1 ROMs after TLIF were determined, which decreased by 19.6-29.3% compared to the preoperative ones. Guiding the patients to perform postoperative waist activities within these specific ROMs, an increase in the IDP and FJF of adjacent segments may be effectively offset, thereby alleviating ASD.
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  • 文章类型: Journal Article
    机器学习(ML)算法在医疗保健应用领域至关重要。然而,尚未对回归算法在预测提升运动模式改变方面的有效性进行全面评估。这项研究代表了一项试点调查,使用基于回归的机器学习技术来预测树干的变化,臀部,和膝盖运动后的12周力量训练的人有下背痛(LBP)。该系统采用特征提取算法计算膝关节矢状平面的运动范围,树干,和臀部和12种不同的回归机器学习算法。结果表明,具有LSBoost的合奏树在预测躯干运动方面表现出最高的准确性。同时,合奏树的方法,特别是LSBoost,表现出最高的髋关节运动预测精度。选择内核为指数的高斯回归返回了膝盖运动的最高预测精度。这些回归模型具有显著提高患有LBP的个体的治疗输出的可视化精度的潜力。
    Machine learning (ML) algorithms are crucial within the realm of healthcare applications. However, a comprehensive assessment of the effectiveness of regression algorithms in predicting alterations in lifting movement patterns has not been conducted. This research represents a pilot investigation using regression-based machine learning techniques to forecast alterations in trunk, hip, and knee movements subsequent to a 12-week strength training for people who have low back pain (LBP). The system uses a feature extraction algorithm to calculate the range of motion in the sagittal plane for the knee, trunk, and hip and 12 different regression machine learning algorithms. The results show that Ensemble Tree with LSBoost demonstrated the utmost accuracy in prognosticating trunk movement. Meanwhile, the Ensemble Tree approach, specifically LSBoost, exhibited the highest predictive precision for hip movement. The Gaussian regression with the kernel chosen as exponential returned the highest prediction accuracy for knee movement. These regression models hold the potential to significantly enhance the precision of visualisation of the treatment output for individuals afflicted with LBP.
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  • 文章类型: Journal Article
    这项研究的目的是评估椎弓根钉U杆系统治疗伴有或不伴有腰椎滑脱的双水平腰椎峡部裂的疗效。
    进行了一项回顾性研究。26例患者被纳入本研究,并在3、6和12个月进行了随访。无腰椎滑脱的患者采用双U形棒治疗(I组),腰椎滑脱患者接受加长U形棒治疗(II组)。日本骨科协会(JOA)评分,Oswestry残疾指数(ODI)得分,圆盘运动范围(ROM),固定水平和相邻水平的椎间隙高度,术前和术后评估邻近节段椎间盘的退变分级。
    第I组和第II组在3个月时JOA和ODI评分均有显著改善。Ⅰ组平均植骨愈合时间为6.1±3.1个月,Ⅱ组为6±2.8个月。L4/L5和L5/S1椎间隙高度在末次随访时均有显著改善(两组p<0.05)。手术节段和邻近节段ROM在最后随访时无明显变化,与术前数据相比(p>0.05)。手术前后椎间隙高度(L3/L4)和椎间盘退变分级均无明显变化(p分别为0.141和0.484)。
    椎弓根螺钉U杆系统具有易于修复有症状的双级腰椎峡部裂的优点。这种技术改善了患者的残疾,保留了腰椎ROM,并延迟相邻节段的变性。
    UNASSIGNED: The aim of this study was to evaluate the efficacy of the pedicle screw-U rod system in treating double-level lumbar spondylolysis with or without spondylolisthesis.
    UNASSIGNED: A retrospective study was conducted. Twenty-six patients were included in this study and followed up at 3, 6, and 12 months. Patients without spondylolisthesis were treated with double U-shaped rods (group I), and patients with spondylolisthesis were treated with a lengthened U-shaped rod (group II). Japanese Orthopedic Association (JOA) scores, Oswestry disability index (ODI) scores, disc range of motion (ROM), intervertebral space height of fixed levels and adjacent levels, and grading the degeneration of adjacent segmental intervertebral discs were evaluated preoperatively and postoperatively.
    UNASSIGNED: JOA and ODI scores improved significantly at 3 months both in groups I and II. The average bone grafting healing time was 6.1 ± 3.1 months for group I and 6 ± 2.8 months for group II. The intervertebral space heights of L4/L5 and L5/S1 were improved significantly at the final follow-up (p < 0.05 for both groups). Surgical segmental and adjacent segmental ROM had no significant change at the final follow-up, in comparison with data preoperatively (p > 0.05). No significant changes of intervertebral space height (L3/L4) and grading of intervertebral disc degeneration were noted before and after surgery (p = 0.141 and 0.484, respectively).
    UNASSIGNED: The pedicle screw-U rod system provided advantages of being easy in repairing symptomatic double-level lumbar spondylolysis. This technique improved disabilities of patients, preserved the lumbar spine ROM, and delayed the degeneration of adjacent segments.
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