clinical assessment

临床评估
  • 文章类型: Journal Article
    肿瘤的位置和类型影响肺癌的预后。原发性中央型肺肿瘤(PCLTs)与不良预后和某些组织学类型相关。本研究旨在全面探索临床和支气管镜评估以诊断PCLT的组织病理学类型,并确定与某些组织学类型相关的因素。
    这是一项观察性横断面研究,定义为与肺门结构直接接触或位于半胸部内部三分之二内的肿瘤。我们收集了人口统计学和临床数据,以及支气管镜检查评估和组织病理学类型的数据。肿瘤分期,上腔静脉综合征的症状,并且还记录了气管旁和隆突下区域的淋巴结肿大。
    在895名患者中,37.87%有原发性肺肿瘤,17.76%被归类为PCLT。值得注意的是,PCLT病例表现出更高的III期比例(28.9%vs.18.3%;p=0.03)和鳞状细胞癌(SCC)组织病理学(37.1%vs.17.2%;p=0.00)与非PCLT病例相比。PCLTs的支气管镜检查结果显示中央气道肿块(25.2%)和远端气道压缩性狭窄(25.2%)。159例PCLT病例的亚组分析确定37.10%为SCC。多变量分析强调管腔内肿块可预测中央SCC(比值比2.075,95%置信区间1.07-3.99;p=0.028)。
    第三阶段的比例,SCC组织病理学类型,PCLT患者的管腔内病变高于非PCLT患者。腔内病变的存在可以预测PCLT患者SCC的组织病理学类型。
    UNASSIGNED: The location and type of a tumor influence the prognosis of lung cancer. Primary Central Lung Tumors (PCLTs) are correlated with poor prognoses and certain histologic types. This study aimed to present a comprehensive exploration of clinical and bronchoscopic assessments for diagnosing the histopathology types of PCLTs and identified the factors associated with certain histologic types.
    UNASSIGNED: This was an observational cross-sectional study of PCLTs, defined as tumors in direct contact with hilar structures or located within the inner two-thirds of the hemithorax. We gathered demographic and clinical data, as well as data on bronchoscopy assessment and histopathology type. Tumor stage, symptoms of superior vena cava syndrome, and enlargement of lymph nodes in the paratracheal and subcarinal regions were also documented.
    UNASSIGNED: Of the 895 patients, 37.87% had primary lung tumors, with 17.76% classified as PCLTs. Notably, PCLT cases exhibited a higher proportion of stage III (28.9% vs. 18.3%; p = 0.03) and Squamous Cell Carcinoma (SCC) histopathology (37.1% vs. 17.2%; p = 0.00) compared with non-PCLT cases. Bronchoscopic findings in PCLTs revealed a predilection for central airway masses (25.2%) and compressive distal airway stenosis (25.2%). Subgroup analysis of 159 PCLT cases identified 37.10% as SCC. Multivariate analysis underscored that intraluminal masses predict central SCC (odds ratio 2.075, 95% confidence interval 1.07-3.99; p = 0.028).
    UNASSIGNED: The proportion of stage III, SCC histopathological type, and intraluminal lesions was higher in patients with PCLT than in non-PCLT cases. The presence of intraluminal lesions can predict the histopathological type of SCC in patients with PCLTs.
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  • 文章类型: Journal Article
    目的:开发并验证口腔扁平苔藓疾病活动度量表(OLP-DAS),以评估OLP的总体疾病活动度。
    方法:OLP-DAS是通过完善Thongprasom标准创建的,结合文献和专家审查的投入,并整合疼痛评估。在与8位口腔医学专家的虚拟会议中评估了内容的有效性。检验了最终版本的信度和效度。10名研究者使用OLP-DAS评估了17名OLP受试者的疾病活动性,口腔疾病严重程度评分(ODSS),OLP-研究者全球评估(OLP-IGA),网状红斑-溃疡性(REU)量表。通过使用OLP-DAS对160名OLP受试者进行评级来评估收敛有效性,ODSS,OLP-IGA。评价者间和评价者间的可靠性,随着收敛有效性,使用组内相关系数(ICC)和斯皮尔曼秩相关系数(rs)进行分析。
    结果:最终的OLP-DAS取得了优异的内容效度指数。OLP-DAS总分的评分者间和评分者内ICC分别为0.93和0.96。OLP-DAS总评分与ODSS和OLP-IGA表现出强正相关(rs=0.94和rs=0.76;P<0.001,分别)。OLP严重程度指数(OLP-SI)OLP-DAS的一个组成部分,与ODSS的OLP疾病活动参数呈非常强的正相关(rs=0.90;P<0.001)。
    结论:OLP-DAS是评估OLP疾病活动性的有效和可靠的临床医生报告的结果测量(CROM)。
    结论:OLP-DAS,作为OLP的标准化CROM,对于常规临床评估和研究应用都很有价值。
    OBJECTIVE: To develop and validate the Oral Lichen Planus-Disease Activity Scale (OLP-DAS) for assessing overall disease activity of OLP.
    METHODS: The OLP-DAS was created by refining the Thongprasom criteria, incorporating inputs from the literature and expert review, and integrating pain assessment. Content validity was evaluated in a virtual meeting with 8 Oral Medicine specialists. Reliability and validity of the final version were examined. Seventeen OLP subjects were assessed for disease activity by 10 investigators using the OLP-DAS, Oral Disease Severity Score (ODSS), OLP-Investigator Global Assessment (OLP-IGA), and Reticular-Erythema-Ulcerative (REU) scale. Convergent validity was assessed by rating 160 OLP subjects using the OLP-DAS, ODSS, and OLP-IGA. Inter-rater and intra-rater reliability, along with convergent validity, were analyzed using intraclass correlation coefficients (ICCs) and Spearman\'s rank correlation coefficients (rs).
    RESULTS: The final OLP-DAS achieved excellent content validity indices. Inter-rater and intra-rater ICCs for total OLP-DAS scores were 0.93 and 0.96, respectively. Total OLP-DAS scores exhibited strong positive correlations with the ODSS and OLP-IGA (rs = 0.94 and rs = 0.76; P < 0.001, respectively). The OLP Severity Index (OLP-SI), a component of the OLP-DAS, showed very strong positive correlations with OLP disease activity parameters of the ODSS (rs = 0.90; P < 0.001).
    CONCLUSIONS: The OLP-DAS is a valid and reliable clinician-reported outcome measure (CROM) for evaluating OLP disease activity.
    CONCLUSIONS: The OLP-DAS, as a standardized CROM for OLP, is valuable for both routine clinical assessments and research applications.
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  • 文章类型: Journal Article
    澳大利亚皇家内科医学院(RACP)负责监督澳大利亚和新西兰奥特罗阿的医师培训。在培训的中间点成功进行笔试和临床技能评估(称为临床考试)是从基础培训到高级培训的要求。临床检查已经发展了很多年,没有审查过程。本文介绍了所采取的方法,作为正式审查的一部分所做的更改和进行的评估。
    成立了一个工作组,其中包括在临床技能评估方面经验丰富的教育专家和审查员。明确了临床检查和评估能力的目的,并将其与学习目标相关联。对评分和评分方法的重大改变导致对候选人业绩的评估采用了更全面的方法,标准的透明度更高。在2019年采用新方法之前,进行了为期两年的评估。
    在2017年,在年度检查周期中对新的标记规则进行了测试,这证实了可行性和可接受性。次年,一项广泛的试验利用了新的标记规则和新的评分方法,涉及1142名审查员,880名候选人和5280个记分表,导致对评分系统进行了一些小的修改。最终的标记和评分方法导致通过率保持不变,并提高了评分者间的可靠性。考官的反馈证实,新的评分和评分方法更易于使用,并为候选人提供了更好的绩效反馈。
    RACP临床检查的更新导致了目的明确的评估,与学习目标相关,预期标准的透明度更高,提高了评分者间的可靠性,被考官很好地接受,并能够向考生反馈考试表现。
    UNASSIGNED: The Royal Australasian College of Physicians (RACP) oversees physician training across Australia and Aotearoa New Zealand. Success in a written examination and clinical skills assessment (known as the clinical examination) at the mid-point of training is a requirement to progress from basic to advanced training. The clinical examination had evolved over many years without a review process. This paper describes the approach taken, the changes made and the evaluation undertaken as part of a formal review.
    UNASSIGNED: A working party that included education experts and examiners experienced in the assessment of clinical skills was established. The purpose of the clinical examination and competencies being assessed were clarified and were linked to learning objectives. Significant changes to the marking and scoring approaches resulted in a more holistic approach to the assessment of candidate performance with greater transparency of standards. Evaluation over a 2-year period was undertaken before the adoption of the new approach in 2019.
    UNASSIGNED: In 2017 testing of a new marking rubric occurred during the annual examination cycle which confirmed feasibility and acceptability. The following year an extensive trial utilising the new marking rubric and a new scoring approach took place involving 1142 examiners, 880 candidates and 5280 scoresheets which led to some minor modifications to the scoring system. The final marking and scoring approaches resulted in unchanged pass rates and improved inter-rater reliability. Feedback from examiners confirmed that the new marking and scoring approaches were easier to use and enabled better feedback on performance for candidates.
    UNASSIGNED: The refresh of the RACP clinical examination has resulted in an assessment that has clarity of purpose, is linked to learning objectives, has greater transparency of expected standards, has improved inter-rater reliability, is well accepted by examiners and enables feedback on examination performance to candidates.
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  • 文章类型: Journal Article
    背景:患有虚弱的老年患者发生不良事件的风险增加。临床虚弱量表(CFS)是一种9点虚弱评估工具,已显示出有望识别脆弱的急诊科(ED)患者的不良结局风险增加。这项研究的目的是调查CFS评分与ED设置中的30天死亡率之间的关系,由常规ED人员进行评估。
    方法:这是一项前瞻性多中心观察研究,于2021年5月至11月在瑞典的三个ED进行,通过CFS的脆弱是由ED员工例行评估的。所有年龄≥65岁的患者均符合纳入条件。7、30和90天的死亡率,录取率,比较了虚弱患者(CFS≥5)和健壮患者的ED和住院时间(LOS)。Logistic回归用于校正混杂因素。
    结果:分析了在研究期间进行CFS评估的年龄≥65岁患者的1840次ED访视,其中606例(32.9%)为虚弱患者。在第7天生活虚弱的患者中,索引访视后的死亡率更高(2.6%vs0.2%),30天(7.9%vs0.9%)和90天(15.5%vs2.4%)。与更健壮的患者相比,虚弱患者的死亡率调整后的OR为9.9(95%CI2.1至46.5),持续7天,30天死亡率为6.0(95%CI3.0至12.2),90天死亡率为5.7(95%CI3.6至9.1)。虚弱患者的入院率较高,58%对36%,差异为22%(95%CI17%至26%),较长的EDLOS,5小时:08分钟与4小时:36分钟,差异为31分钟(95%CI14至50),和更长的住院LOS,4.8天对2.7天,差异2.2天(95%CI1.2至3.0)。
    结论:虚弱患者,与健壮患者相比,患者的死亡率和入院率明显更高,ED和住院LOS也明显更长.结果证实了CFS对老年ED患者的短期死亡率进行风险分层的能力。
    背景:NCT04877028。
    BACKGROUND: Older patients living with frailty have an increased risk for adverse events. The Clinical Frailty Scale (CFS) is a 9-point frailty assessment instrument that has shown promise to identify frail emergency department (ED) patients at increased risk of adverse outcomes. The aim of this study was to investigate the association between CFS scores and 30-day mortality in an ED setting when assessments are made by regular ED staff.
    METHODS: This was a prospective multicentre observational study carried out between May and November 2021 at three EDs in Sweden, where frailty via CFS is routinely assessed by ED staff. All patients ≥65 years of age were eligible for inclusion. Mortality at 7, 30 and 90 days, admission rate, ED and hospital length of stay (LOS) were compared between patients living with frailty (CFS≥5) and robust patients. Logistic regression was used to adjust for confounders.
    RESULTS: A total of 1840 ED visits of patients aged ≥65 years with CFS assessments done during the study period were analysed, of which 606 (32.9%) were patients living with frailty. Mortality after the index visit was higher in patients living with frailty at 7 days (2.6% vs 0.2%), 30 days (7.9% vs 0.9%) and 90 days (15.5% vs 2.4%). Adjusted ORs for mortality for those with frailty compared with more robust patients were 9.9 (95% CI 2.1 to 46.5) for 7-day, 6.0 (95% CI 3.0 to 12.2) for 30-day and 5.7 (95% CI 3.6 to 9.1) 90-day mortality. Patients living with frailty had higher admission rates, 58% versus 36%, a difference of 22% (95% CI 17% to 26%), longer ED LOS, 5 hours:08 min versus 4 hours:36 min, a difference of 31 min (95% CI 14 to 50), and longer in-hospital LOS, 4.8 days versus 2.7 days, a difference of 2.2 days (95% CI 1.2 to 3.0).
    CONCLUSIONS: Patients living with frailty, had significantly higher mortality and admission rates as well as longer ED and in-hospital LOS compared with robust patients. The results confirm the capability of the CFS to risk stratify short-term mortality in older ED patients.
    BACKGROUND: NCT04877028.
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  • 文章类型: Journal Article
    烧伤的总身体表面积百分比是所需护理水平的关键决定因素,初始管理,烧伤患者的预后。目前估计这种测量的黄金标准,Lund-Browder图表,需要熟悉其构造,并且可能不适合该领域的急救人员使用。在这项研究中,我们提出了一个新的烧伤表面积计算器移动应用程序开发的第一反应,并验证其准确性。婴儿,儿科,和成年人体模型是用八种大小和分布不同的模拟烧伤制成的。42名临床前医学生和消防员的任务是使用FireSync-EMS应用程序和Lund-Browder图表估算每次烧伤的总表面积。进行了单变量分析和混合效应线性回归建模,以比较两种方法在用户体验方面的准确性。人体模型大小,和燃烧的大小。FireSync-EMS显著降低了高估偏差(0.11%,SD2.33对0.91%,SD4.12,p=0.002),特别是儿童大小的人体模型烧伤(p<0.001)和烧伤涉及<10%(p=0.005)和>20%(p=0.030)的全身表面积。多变量建模表明,Lund-Browder图是估计误差大小的独立决定因素,相对于FireSyncEMS具有1.19倍的乘法效果(p<0.001)。参与者压倒性地发现FireSync-EMS更容易,更直观,更快,并且是优选的(所有p<0.001)。FireSync-EMS可能更容易,更快,更准确的替代Lund-Browder图,用于估算烧伤的总表面积。
    The percent total body surface area burned is a critical determinant of the required level of care, initial management, and prognosis in burn patients. The current gold standard for estimating this measurement, the Lund-Browder chart, requires familiarity with its construction and may not be practical for use by first responders in the field. In this study, we present a novel burn surface area calculator mobile application developed for first responders and validate its accuracy. Infant, pediatric, and adult manikins were fabricated with eight simulated burns of varying sizes and distributions. 42 pre-clinical medical students and firefighters were tasked with estimating the total body surface area of each burn using both the FireSync-EMS app and Lund-Browder chart. Univariate analysis and mixed-effects linear regression modeling were performed to compare the accuracy of both methods in relation to user experience, manikin size, and burn size. FireSync-EMS significantly reduced overestimation bias (0.11%, SD 2.33 versus 0.91%, SD 4.12, p = 0.002), particularly for burns on child-size manikins (p < 0.001) and burns involving <10% (p = 0.005) and >20% (p = 0.030) total body surface area. Multivariable modeling revealed that the Lund-Browder chart was an independent determinant of the magnitude of estimation error, with a 1.19 times multiplicative effect relative to FireSyncEMS (p < 0.001). Participants overwhelmingly found FireSync-EMS easier, more intuitive, faster, and preferable (p < 0.001 for all). FireSync-EMS may be an easier, faster, and more accurate alternative to the Lund-Browder chart for estimation of the total body surface area burned.
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  • 文章类型: Journal Article
    患有慢性原发性或继发性肌肉骨骼疼痛的人,如腰背痛,纤维肌痛,炎性关节炎通常会对他们的身体功能产生广泛的影响,活动参与,和社会心理健康。这些可以扩展到对一个人的性功能和他们的亲密关系的负面影响。虽然性功能是健康的重要组成部分,在肌肉骨骼疼痛护理中通常不考虑它。没有意识或有针对性的培训,物理治疗师可能缺乏筛查的信心和技能,评估,并管理疼痛可能对一个人的性功能产生的影响,并可能错过调整他们的护理和优化健康的机会。这种观点旨在提高物理治疗师对慢性肌肉骨骼疼痛如何影响一个人的性功能和亲密关系的认识。并就如何在以人为本的护理方法中考虑这些问题提供指导。这个观点描述了为什么考虑性功能和亲密关系问题作为一个人的生活肌肉骨骼疼痛经历的一部分可能是相关的,概述使用经过验证的患者报告的结果指标来评估性功能障碍,并建议在咨询中敏感地提高性功能的实用策略。还介绍了管理方法和可能的转诊途径,协助物理治疗师了解可用的护理选择。这种观点旨在通过提高物理治疗师对慢性肌肉骨骼疼痛患者性功能障碍及其管理的知识和理解来支持整体护理。认为性功能是一种有价值的功能活动,与其他日常生活活动一起,将协助物理治疗师提供更全面和以人为本的护理。这个观点涵盖了与慢性肌肉骨骼疼痛患者提高性功能和亲密关系问题的主要考虑因素,以及管理选择和潜在的转诊途径。鼓励物理治疗师寻求有针对性的培训,以提高他们在这方面的信心和技能,并使用包容性,关于性功能和亲密关系的讨论的尊重语言。
    People living with chronic primary or secondary musculoskeletal pain conditions such as low back pain, fibromyalgia, and inflammatory arthritis typically experience wide-ranging impacts on their physical function, activity participation, and psychosocial wellbeing. These can extend to negative impacts on a person\'s sexual function and their intimate relationships. While sexual function is an important component of wellbeing, it is often not considered within musculoskeletal pain care. Without awareness or targeted training, physical therapists may lack the confidence and skills to screen, assess, and manage the impacts that pain may be having on a person\'s sexual function and can miss the opportunity to tailor their care and optimize wellbeing. This perspective seeks to raise awareness among physical therapists of how living with chronic musculoskeletal pain can impact a person\'s sexual function and intimate relationships, and provide guidance on how to consider these issues within a person-centred approach to care. This perspective describes why considering sexual function and intimate relationship issues as part of a person\'s lived musculoskeletal pain experience may be relevant, outline the use of validated patient-reported outcome measures to assess sexual dysfunction, and suggest practical strategies for sensitively raising sexual function in consultations. Management approaches and possible referral pathways are also presented, to assist physical therapists in understanding available care options. This perspective seeks to support holistic care by improving physical therapists\' knowledge and understanding of sexual dysfunction and its management in people living with chronic musculoskeletal pain. Considering sexual function as a valued functional activity, together with other activities of daily living, will assist physical therapists to provide more holistic and person-centred care. This perspective covers the main considerations for raising sexual function and intimate relationship issues with people living with chronic musculoskeletal pain, as well as management options and potential referral pathways. Physical therapists are encouraged to seek targeted training to improve their confidence and skills in this area, and to use inclusive, respectful language for discussions around sexual function and intimate relationships.
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  • 文章类型: Journal Article
    背景:在荷兰社区药房中,最终处方检查是强制性但耗时的过程。更安全的分配过程可能会使最终的处方检查过时。
    目的:描述荷兰社区药房的最终处方检查,并探讨药剂师对此的态度。
    方法:荷兰社区药剂师的横断面调查。在线问卷是在文献和以前的定性研究的基础上,在三家药店试点,花了10分钟完成。结果进行描述性分析。
    结果:共有409名药剂师参加。他们将最终处方检查视为配药过程的重要质量保证。然而,大多数药剂师认为最终处方检查可以优化,因为他们认为投入的时间超过了收益。分配过程的自动化,只检查选定的高风险处方,更多的过程中检查可以减少对广泛的最终处方检查的需要,而不是将任务委托给助手。要实施更改,大多数药剂师认为当前的配药指南需要调整。
    结论:人们普遍认为,优化最终处方检查可以提高效率,并为以人为本的护理留出更多时间。在实施此类更改之前,大多数药剂师表示倾向于更新指南。
    BACKGROUND: The final prescription check is a mandatory but time-consuming process in Dutch community pharmacies. A safer dispensing process may have made the final prescription check obsolete.
    OBJECTIVE: To describe the final prescription check in Dutch community pharmacies and explore pharmacists\' attitudes towards changing this.
    METHODS: A cross-sectional survey among Dutch community pharmacists. The online questionnaire was based on literature and previous qualitative research, piloted in three pharmacies, and took 10 min to complete. Results were analysed descriptively.
    RESULTS: A total of 409 pharmacists participated. They saw the final prescription check as an important quality assurance of the dispensing process. Nevertheless, most pharmacists agreed that the final prescription check could be optimized as they thought that the time invested outweighed the benefits. Automation of the dispensing process, only checking selected high-risk prescriptions, and more in-process checks could reduce the need for an extensive final prescription check, rather than delegating the task to assistants. To implement changes, most pharmacists felt current dispensing guidelines needed to be adapted.
    CONCLUSIONS: There was a widespread consensus that optimizing the final prescription check could enhance efficiency and allow more time for person-centred care. Most pharmacists expressed a preference for updated guidelines before implementing such changes.
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  • 文章类型: Journal Article
    脂肪营养不良综合征是罕见的疾病,可以表现出广泛的症状。诊断延迟很常见,反过来,可能会导致严重的代谢并发症和终末器官损伤。许多患有脂肪营养不良综合征的患者仅在出现明显的代谢异常后才被诊断。临床团队的迅速行动可能会改善脂肪营养不良综合征的疾病结局。快速行动计划的目的是作为一组专家的建议,可以支持在脂肪营养不良综合征方面经验有限的临床医生。
    快速行动计划是通过与脂肪营养不良综合征临床专家举行的一系列咨询会议收集的见解制定的。使用骨架模板来促进访谈。拟订了一份协商一致文件,reviewed,并得到所有专家的认可。
    脂肪营养不良是一种临床诊断。快速行动计划讨论了可以帮助诊断脂肪营养不良综合征的工具。临床和家族史的作用,体检,患者和家庭成员的照片,血常规检查,瘦素水平,皮褶测量,影像学检查,并探索基因检测。其他主题,如将诊断传达给患者/家属和患者转诊,也包括在内。提出了一系列有关筛查和监测代谢疾病和终末器官异常的建议。最后,综述了脂肪代谢障碍综合征的治疗方法。
    快速行动计划可以帮助临床团队及时诊断,全面检查和管理脂肪营养不良综合征患者,这可能会改善这种罕见疾病患者的预后。
    UNASSIGNED: Lipodystrophy syndromes are rare diseases that can present with a broad range of symptoms. Delays in diagnosis are common, which in turn, may predispose to the development of severe metabolic complications and end-organ damage. Many patients with lipodystrophy syndromes are only diagnosed after significant metabolic abnormalities arise. Prompt action by clinical teams may improve disease outcomes in lipodystrophy syndromes. The aim of the Rapid Action Plan is to serve as a set of recommendations from experts that can support clinicians with limited experience in lipodystrophy syndromes.
    UNASSIGNED: The Rapid Action Plan was developed using insights gathered through a series of advisory meetings with clinical experts in lipodystrophy syndromes. A skeleton template was used to facilitate interviews. A consensus document was developed, reviewed, and approved by all experts.
    UNASSIGNED: Lipodystrophy is a clinical diagnosis. The Rapid Action Plan discusses tools that can help diagnose lipodystrophy syndromes. The roles of clinical and family history, physical exam, patient and family member photos, routine blood tests, leptin levels, skinfold measurements, imaging studies, and genetic testing are explored. Additional topics such as communicating the diagnosis to the patients/families and patient referrals are covered. A set of recommendations regarding screening and monitoring for metabolic diseases and end-organ abnormalities is presented. Finally, the treatment of lipodystrophy syndromes is reviewed.
    UNASSIGNED: The Rapid Action Plan may assist clinical teams with the prompt diagnosis and holistic work-up and management of patients with lipodystrophy syndromes, which may improve outcomes for patients with this rare disease.
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  • 文章类型: Journal Article
    医疗实践和康复中基于传感器的评估包括对诸如EEG等生理信号的测量,EMG,心电图,心率,和NIRS,以及运动运动学和相互作用力的记录。这种测量通常用于临床,目的是评估患者的病理,但到目前为止,其中一些已经发现了主要用于研究目的的充分开发。事实上,尽管他们允许收集的数据可能会揭示康复中运动恢复的病理生理学和机制,它们在临床环境中的实际应用主要用于研究,对临床实践的影响非常小。肌肉协同作用尤其如此,一种基于多通道EMG记录的神经科学运动控制评估方法。在本文中,将神经运动康复视为利用新方法评估运动控制的最重要方案之一,报告并批判性地讨论了标准临床采用肌肉协同分析的主要挑战和未来前景.
    Sensor-based assessments in medical practice and rehabilitation include the measurement of physiological signals such as EEG, EMG, ECG, heart rate, and NIRS, and the recording of movement kinematics and interaction forces. Such measurements are commonly employed in clinics with the aim of assessing patients\' pathologies, but so far some of them have found full exploitation mainly for research purposes. In fact, even though the data they allow to gather may shed light on physiopathology and mechanisms underlying motor recovery in rehabilitation, their practical use in the clinical environment is mainly devoted to research studies, with a very reduced impact on clinical practice. This is especially the case for muscle synergies, a well-known method for the evaluation of motor control in neuroscience based on multichannel EMG recordings. In this paper, considering neuromotor rehabilitation as one of the most important scenarios for exploiting novel methods to assess motor control, the main challenges and future perspectives for the standard clinical adoption of muscle synergy analysis are reported and critically discussed.
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  • 文章类型: Journal Article
    颞下颌关节紊乱病(TMD)是指影响颞下颌关节的一组疾病,引起下颌关节和相关肌肉的疼痛和功能障碍。TMD的诊断通常涉及通过基于操作员的体格检查进行临床评估,自我报告问卷和影像学检查。为了客观地测量TMD,这项研究旨在调查使用机器学习算法的可行性,该算法结合了从低成本和便携式仪器收集的数据来识别成人受试者中TMD的存在.通过这个目标,实验方案涉及50名参与者,平均分布在TMD和健康受试者之间,作为对照组。TMD的诊断由熟练的操作者通过典型的临床量表进行。参与者通过使用压力矩阵进行了气压分析,并通过惯性传感器评估了颈椎的活动性。属于支持向量机的九种机器学习算法,比较了k近邻和决策树算法。基于余弦距离的k近邻算法被发现是性能最好的,精度达到0.94、0.94和0.08的性能,F1评分和G指数,分别。这些发现打开了使用这种方法来支持临床环境中TMD诊断的可能性。
    Temporomandibular disorders (TMDs) refer to a group of conditions that affect the temporomandibular joint, causing pain and dysfunction in the jaw joint and related muscles. The diagnosis of TMDs typically involves clinical assessment through operator-based physical examination, a self-reported questionnaire and imaging studies. To objectivize the measurement of TMD, this study aims at investigating the feasibility of using machine-learning algorithms fed with data gathered from low-cost and portable instruments to identify the presence of TMD in adult subjects. Through this aim, the experimental protocol involved fifty participants, equally distributed between TMD and healthy subjects, acting as a control group. The diagnosis of TMD was performed by a skilled operator through the typical clinical scale. Participants underwent a baropodometric analysis by using a pressure matrix and the evaluation of the cervical mobility through inertial sensors. Nine machine-learning algorithms belonging to support vector machine, k-nearest neighbours and decision tree algorithms were compared. The k-nearest neighbours algorithm based on cosine distance was found to be the best performing, achieving performances of 0.94, 0.94 and 0.08 for the accuracy, F1-score and G-index, respectively. These findings open the possibility of using such methodology to support the diagnosis of TMDs in clinical environments.
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