MCI

MCI
  • 文章类型: Journal Article
    近年来,越来越多的研究已经检查了认知训练程序在正常衰老和轻度认知障碍(MCI)患者中的潜在功效.
    这项研究的目的是(i)评估认知虚拟现实康复系统(VRRS)结合经颅直流电刺激(tDCS)应用于左背外侧前额叶皮层的疗效与安慰剂tDCS刺激结合VRRS相比,以及(ii)确定如何延长治疗的有益效果。在随机对照试验设计中,共有109名MCI受试者被分配到5个研究组中的1个:(a)在阳极tDCS期间进行面对面(FTF)VRRS,然后进行认知远程康复(TR)(临床-atDCS-VRRS+Tele@H-VRRS);(b)安慰剂tDCS期间的FTFVRRS,然后是常规的TR(临床-FTVRS)
    在临床-atDCS-VRRS结束后观察到情景记忆的改善(p<0.001)。我们发现,在临床ptDCS-VRRS或临床TAU后,情景记忆没有增强。此外,联合治疗导致延长的有益效果(临床-atDCS-VRRS+Tele@H-VRRS与临床-ptDCS-VRRS+Tele@H-VRRS:p=0.047;临床-atDCS-VRRS+Tele@H-VRRS与临床VRRS+Tele@H-VRRS:p=0.06)。
    本研究提供了初步证据,支持将个体化VRRS联合节点tDCS和认知远程康复用于认知康复。
    https://clinicaltrials.gov/study/NCT03486704?term=NCT03486704&rank=1,NCT03486704。
    UNASSIGNED: In recent years, an increasing number of studies have examined the potential efficacy of cognitive training procedures in individuals with normal ageing and mild cognitive impairment (MCI).
    UNASSIGNED: The aims of this study were to (i) evaluate the efficacy of the cognitive Virtual Reality Rehabilitation System (VRRS) combined with anodal transcranial direct current stimulation (tDCS) applied to the left dorsolateral prefrontal cortex compared to placebo tDCS stimulation combined with VRRS and (ii) to determine how to prolong the beneficial effects of the treatment. A total of 109 subjects with MCI were assigned to 1 of 5 study groups in a randomized controlled trial design: (a) face-to-face (FTF) VRRS during anodal tDCS followed by cognitive telerehabilitation (TR) (clinic-atDCS-VRRS+Tele@H-VRRS); (b) FTF VRRS during placebo tDCS followed by TR (clinic-ptDCS-VRRS+Tele@H-VRRS); (c) FTF VRRS followed by cognitive TR (clinic-VRRS+Tele@H-VRRS); (d) FTF VRRS followed by at-home unstructured cognitive stimulation (clinic-VRRS+@H-UCS); and (e) FTF cognitive treatment as usual (clinic-TAU).
    UNASSIGNED: An improvement in episodic memory was observed after the end of clinic-atDCS-VRRS (p < 0.001). We found no enhancement in episodic memory after clinic-ptDCS-VRRS or after clinic-TAU.Moreover, the combined treatment led to prolonged beneficial effects (clinic-atDCS-VRRS+Tele@H-VRRS vs. clinic-ptDCS-VRRS+Tele@H-VRRS: p = 0.047; clinic-atDCS-VRRS+Tele@H-VRRS vs. clinic-VRRS+Tele@H-VRRS: p = 0.06).
    UNASSIGNED: The present study provides preliminary evidence supporting the use of individualized VRRS combined with anodal tDCS and cognitive telerehabilitation for cognitive rehabilitation.
    UNASSIGNED: https://clinicaltrials.gov/study/NCT03486704?term=NCT03486704&rank=1, NCT03486704.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    本研究探讨了老年认知障碍患者跌倒的相关因素,与一般老年人群相比,提供不同的证据来预防有认知障碍的老年人跌倒。
    这项研究基于横断面调查,包括124,124名老年人口。数据来源于上海市长期护理保险老年护理统一需求评估。对跌倒的相关因素依次进行二元和多变量logistic回归分析。对有意义的变量进行多变量逻辑回归,按认知功能水平分层。
    在本研究中,过去90天内跌倒的发生率为17.67%。具体变量,如性别(男性),高龄(≥80岁),带电梯(或电梯)的住宅,轻度或中度残疾,睡眠质量(可接受/较差)与跌倒呈负相关,虽然教育水平较高,独自生活,住宅与室内步骤,不整洁的生活环境,MCI或痴呆症,慢性疾病,限制接头,视力受损,尿布的使用是跌倒的正相关因素。与认知功能正常的老年人相比,由于住宅中的无障碍障碍,老年痴呆症患者面临更高的跌倒风险。对于一般老年人来说,外出频率较低和社会交往不良与跌倒呈正相关,而对于有认知障碍的老年人,适度(有时)外出与跌倒呈正相关。患有认知障碍的老年人与慢性病相关的跌倒风险增加,限制接头,和尿布的使用。随着慢性疾病的增加,下降的风险也在上升。
    对于有认知障碍的老年人,和别人一起生活是明智的。此外,创造无障碍的生活环境,保持整洁,可以有效降低跌倒的风险,特别是对于患有MCI或痴呆症的人。最佳户外活动计划应根据老年人的认知功能单独制定。与一般的老年人群相比,有合并症的老年痴呆症患者在预防跌倒时应特别注意。
    UNASSIGNED: This study explored the correlative factors of falls among the older adult with cognitive impairment, to provide distinct evidence for preventing falls in the older adult with cognitive impairment compared with the general older adult population.
    UNASSIGNED: This study was based on a cross-sectional survey, with an older adult population of 124,124 was included. The data was sourced from the Elderly Care Unified Needs Assessment for Long-Term Care Insurance in Shanghai. Binary and multivariable logistic regression analyses were conducted sequentially on the correlative factors of falls. Multivariable logistic regression was performed on variables that were significant, stratified by cognitive function levels.
    UNASSIGNED: The incidence of fall in the past 90 days was 17.67% in this study. Specific variables such as gender (male), advanced age (≥80), residence with a elevator (or lift), mild or moderate disability, quality of sleep (acceptable/poor) were negatively correlated with falls, while higher education level, living alone, residence with indoor steps, unclean and untidy living environment, MCI or dementia, chronic diseases, restricted joints, impaired vision, and the use of diaper were positively correlative factors of falls. Comparing with older adult with normal cognitive functions, older adult with dementia faced a higher risk of falling due to accessibility barrier in the residence. For general older adults, less frequency of going outside and poor social interactions were positively correlated with falls, while for older adult with cognitive impairments, going outside moderately (sometimes) was found positively correlated with falls. Older adults with cognitive impairments have increased fall risks associated with chronic diseases, restricted joints, and the use of diaper. The risk of falling escalated with the greater number of chronic diseases.
    UNASSIGNED: For older adult with cognitive impairments, it is advisable to live with others. Additionally, creating an accessible living environment and maintaining the cleanness and tidiness can effectively reduce the risk of falls, particularly for those with MCI or dementia. Optimal outdoor activity plans should be developed separately based on the cognitive function of older adults. Older adult with dementia who have comorbidities should be paid special attention in fall prevention compared to the general older adult population.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:基于血液的生物标志物是诊断淀粉样蛋白阳性(AP)的早期和临床前阶段的一种经济有效且微创的方法。我们的研究旨在研究我们的新型免疫沉淀免疫测定法(IP-IA)作为预测认知下降的测试。
    方法:我们测量了来自DELCODE队列的免疫沉淀洗脱液中淀粉样β(Aβ)X-40和AβX-42的水平。接收器工作特性(ROC)曲线,回归分析,和Cox比例风险回归模型通过脑脊液(CSF)中的Aβ42/40分类和转化为轻度认知障碍(MCI)或痴呆来预测AP。
    结果:我们检测到血浆和CSF中的AβX-42/X-40之间存在显着相关性(r=0.473)。混合模型分析显示,对AP的曲线下面积(AUC)为0.81的AβX-42/X-40的实质性预测(灵敏度:0.79,特异性:0.74,阳性预测值[PPV]:0.71,阴性预测值[NPV]:0.81)。此外,较低的AβX-42/X-40比率与负PACC5斜率相关,提示认知能力下降。
    结论:我们的结果表明,通过我们的半自动IP-IA评估血浆AβX-42/X-40比率是检查早期或临床前AD患者的有希望的生物标志物。
    结论:使用免疫沉淀-免疫测定法测量新的血浆Aβ42/Aβ40与纵向认知下降相关的血浆Aβ42/Aβ40有希望的生物标志物来检测脑淀粉样蛋白阳性风险的主观认知下降。
    BACKGROUND: Blood-based biomarkers are a cost-effective and minimally invasive method for diagnosing the early and preclinical stages of amyloid positivity (AP). Our study aims to investigate our novel immunoprecipitation-immunoassay (IP-IA) as a test for predicting cognitive decline.
    METHODS: We measured levels of amyloid beta (Aβ)X-40 and AβX-42 in immunoprecipitated eluates from the DELCODE cohort. Receiver-operating characteristic (ROC) curves, regression analyses, and Cox proportional hazard regression models were constructed to predict AP by Aβ42/40 classification in cerebrospinal fluid (CSF) and conversion to mild cognitive impairment (MCI) or dementia.
    RESULTS: We detected a significant correlation between AßX-42/X-40 in plasma and CSF (r = 0.473). Mixed-modeling analysis revealed a substantial prediction of AßX-42/X-40 with an area under the curve (AUC) of 0.81 for AP (sensitivity: 0.79, specificity: 0.74, positive predictive value [PPV]: 0.71, negative predictive value [NPV]: 0.81). In addition, lower AβX-42/X-40 ratios were associated with negative PACC5 slopes, suggesting cognitive decline.
    CONCLUSIONS: Our results suggest that assessing the plasma AβX-42/X-40 ratio via our semiautomated IP-IA is a promising biomarker when examining patients with early or preclinical AD.
    CONCLUSIONS: New plasma Aβ42/Aβ40 measurement using immunoprecipitation-immunoassay Plasma Aβ42/Aβ40 associated with longitudinal cognitive decline Promising biomarker to detect subjective cognitive decline at-risk for brain amyloid positivity.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    为了探索患者和护理伙伴接受淀粉样蛋白扫描结果的经历,重点关注临床医生披露实践如何影响患者和护理伙伴对扫描结果和/或诊断的情绪反应。
    对38名轻度认知障碍或痴呆症患者和62名护理伙伴进行了半结构化访谈,他们经历了淀粉样蛋白PET扫描结果的披露,这是CARE-IDEAS研究的一部分。我们使用主题分析来分析访谈笔录。
    我们确定了披露过程的四个方面,这些方面可能会影响患者和护理伙伴对扫描结果/诊断的情感体验:(1)交付模式,(2)护理伴侣的存在,(3)清晰的扫描结果说明,和(4)讨论扫描后处理和支持选项。
    淀粉样蛋白扫描结果的情感体验可以根据结果的传达方式而变化。这些发现支持了以前制定标准披露协议的努力。扫描结果应在护理伙伴在场的情况下亲自交付。临床医生应该以同理心的方式对结果及其含义给出明确的解释。应讨论所有患者的治疗和支持选择。
    UNASSIGNED: To explore patient and care partner experiences of receiving an amyloid scan result, with a focus on how clinician disclosure practices influenced patient and care partner emotional responses to the scan result and/or diagnosis.
    UNASSIGNED: Semi-structured interviews with 38 people with mild cognitive impairment or dementia and 62 care partners who experienced the disclosure of results from an amyloid PET scan as part of the CARE-IDEAS study. We used thematic analysis to analyze interview transcripts.
    UNASSIGNED: We identified four aspects of the disclosure process that could influence patient and care partner emotional experiences of the scan result/diagnosis: (1) mode of delivery, (2) presence of a care partner, (3) clarity of the scan result explanation, and (4) discussion of post-scan treatment and support options.
    UNASSIGNED: Emotional experiences of an amyloid scan result can vary depending on how results are communicated. These findings support previous efforts to develop standard disclosure protocols. Scan results should be delivered in person with the care partner present. Clinicians should give a clear explanation of the result and its implications in an empathetic manner. Options for treatment and support should be discussed for all patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:检查视觉功能之间的关系(即,对比敏感度,视野,色觉,和运动知觉)和认知障碍,包括任何“认知障碍”的定义,“轻度认知障碍,或痴呆症。
    方法:系统评价和荟萃分析。
    方法:任何设置;有(病例)或没有(对照)认知障碍的参与者。
    方法:我们检索了4个数据库(至2024年1月),并纳入了已发表的比较病例和对照组视觉功能的研究。在数据可用的情况下,计算95%CI的标准化平均差(SMD)。当病例为痴呆症患者时,数据足以进行荟萃分析。JoannaBriggs研究所的清单用于质量评估。
    结果:纳入51项研究/69份报告。横断面证据表明,痴呆症患者的对比敏感度功能和色觉比对照组更差:通过字母图上的对比敏感度(对数单位)来测量,SMD-1.22(95%CI-1.98,-0.47),或者在不同的空间频率下,-0.90(-1.21,-0.60);通过伪等色平板,-1.04(-1.59,-0.49);颜色排列,-1.30(-2.31,-0.29);或匹配测试,-0.51(-0.78,-0.24)。他们在运动知觉测试中的表现也较差,-1.20(-1.73,-0.67),和视野:平均偏差,-0.87(-1.29,-0.46),和模式标准偏差,-0.69(-1.24,-0.15)。当病例仅限于临床诊断为阿尔茨海默病的参与者时,结果相似。偏倚的来源包括研究人群或认知障碍的设置和定义缺乏明确性。2项纳入的纵向研究随访约10年,质量良好,但报告结果不一致。
    结论:在缺乏纵向数据的情况下,横断面研究表明,认知障碍患者的视觉功能比正常认知者差。需要额外的纵向数据来了解视功能不良是否先于认知障碍和视觉功能的最相关方面,痴呆病理学,和认知领域。
    OBJECTIVE: To examine relationships between visual function (ie, contrast sensitivity, visual field, color vision, and motion perception) and cognitive impairment, including any definition of \"cognitive impairment,\" mild cognitive impairment, or dementia.
    METHODS: Systematic review and meta-analyses.
    METHODS: Any settings; participants with (cases) or without (controls) cognitive impairment.
    METHODS: We searched 4 databases (to January 2024) and included published studies that compared visual function between cases and controls. Standardized mean differences (SMD) with 95% CIs were calculated where data were available. Data were sufficient for meta-analyses when cases were people with dementia. The Joanna Briggs Institute checklists were used for quality assessment.
    RESULTS: Fifty-one studies/69 reports were included. Cross-sectional evidence shows that people with dementia had worse contrast sensitivity function and color vision than controls: measured by contrast sensitivity (log units) on letter charts, SMD -1.22 (95% CI -1.98, -0.47), or at varied spatial frequencies, -0.92 (-1.28, -0.57); and by pseudoisochromatic plates, -1.04 (-1.59, -0.49); color arrangement, -1.30 (-2.31, -0.29); or matching tests, -0.51 (-0.78, -0.24). They also performed more poorly on tests of motion perception, -1.20 (-1.73, -0.67), and visual field: mean deviation, -0.87 (-1.29, -0.46), and pattern standard deviation, -0.69 (-1.24, -0.15). Results were similar when cases were limited to participants with clinically diagnosed Alzheimer disease. Sources of bias included lack of clarity on study populations or settings and definitions of cognitive impairment. The 2 included longitudinal studies with follow-ups of approximately 10 years were of good quality but reported inconsistent results.
    CONCLUSIONS: In the lack of longitudinal data, cross-sectional studies indicate that individuals with cognitive impairment have poorer visual function than those with normal cognition. Additional longitudinal data are needed to understand whether poor visual function precedes cognitive impairment and the most relevant aspects of visual function, dementia pathologies, and domains of cognition.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:我们旨在确定寿命认知储备和(前期)虚弱对老年人轻度认知障碍(MCI)的影响。
    方法:2015年中国健康与退休纵向研究(CHARLS)对2011/2012年招募的4420名60岁以上认知完整的老年人进行了随访。MCI的评估是基于执行功能,情景记忆,和视觉空间能力。通过验证版本的Fried身体虚弱表型量表评估(预)虚弱。寿命认知储备包括最高的教育水平,职业复杂性,参与休闲活动。使用改进的Poisson回归模型来确定MCI与(前)虚弱和寿命认知储备指数相关的风险。我们在加法和乘法尺度上研究了(前)虚弱和寿命认知储备指数的相互作用。
    结果:基线(前)虚弱在3-4年的随访后显着增加了MCI的风险,高认知储备可保护个体免受MCI风险。(前)虚弱和低寿命认知储备之间存在相加的相互作用(相对过量相互作用风险=1.08,95%CI=0.25-1,91),但没有乘法相互作用(RR=0.95,95%CI=0.67-1.37)。患有合并症(前期)虚弱和认知储备不足的老年人的MCI风险比单独患有每种疾病的老年人更大。
    结论:认知储备可降低与(前期)虚弱相关的MCI风险。这一发现暗示了在生命过程中积累低认知储备的虚弱老年人中识别和管理MCI的紧迫性。
    OBJECTIVE: We aimed to identify the effect of lifespan cognitive reserve and (pre)frailty on mild cognitive impairment (MCI) among older adults.
    METHODS: A total of 4420 older adults aged above 60 with intact cognition recruited in 2011/2012 were followed up in 2015 from the China Health and Retirement Longitudinal Study (CHARLS). The assessment of MCI was based on executive function, episodic memory, and visual-spatial ability. (Pre)frailty was assessed by the validated version of the Fried physical frailty phenotype scale. The lifespan cognitive reserve consisted of the highest educational level, occupational complexity, and participation in leisure activities. Modified Poisson regression models were used to identify the risk of MCI in relation to (pre)frailty and lifespan cognitive reserve index. We examined the interactions of (pre)frailty and lifespan cognitive reserve index on both additive and multiplicative scales.
    RESULTS: Baseline (pre)frailty significantly increased the risk of MCI after 3-4 years of follow-up, and high cognitive reserve protected individuals from the risk of MCI. There was an additive interaction between (pre)frailty and the low lifespan cognitive reserve (the relative excess interaction risk=1.08, 95 % CI= 0.25-1,91), but no multiplicative interaction (RR=0.95, 95 % CI= 0.67-1.37). The risk of MCI was larger among older adults with comorbid (pre)frailty and low cognitive reserve than those with each condition alone.
    CONCLUSIONS: Cognitive reserve attenuates the risk of MCI associated with (pre)frailty. This finding implicates the urgency for identifying and managing MCI among frail older adults who accumulate low cognitive reserve in the life course.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    有人提出,在痴呆症中发生了认知功能之间关系的重组,一个超越了仅仅减少特定领域的想法的愿景。认知结构的复杂性,通过神经心理学测试评估,可以通过探索性图形分析(EGA)捕获。EGA被应用于主观认知衰退(SCD)的人(人类)的神经心理学评估,轻度认知障碍(MCI),和阿尔茨海默病(AD)(总N=638)。男女都包括在内。在AD中,记忆分数与其他认知功能和记忆子域分离,降低了它们的相互关系。SCD显示出一种分离的神经心理学领域模式,MCI显示出嘈杂且不太稳定的模式。结果表明,与临床前疾病相比,AD促使认知功能朝着较小的分级结构重组。认知功能显示出超越性能下降的重组。结果在测试解释和使用中也具有临床意义。重要性陈述该手稿为研究痴呆症患者的复杂认知重组提出了创新的愿景。我们应用了一个复杂的,可靠,前沿统计方法(即,探索性图分析-EGA)对638例患者的神经心理学评估分为主观认知下降(N=155),轻度认知障碍(N=242)和阿尔茨海默病(N=241)。与主观认知下降的受试者相比,阿尔茨海默病患者表现出简化的结构。MCI组导致与SCD共享特定方面,并且与AD共享其他方面。认识到认知组织的复杂性对于正确理解认知障碍并从更系统的角度激发有关神经心理学特征解释的讨论至关重要。
    It was proposed that a reorganization of the relationships between cognitive functions occurs in dementia, a vision that surpasses the idea of a mere decline of specific domains. The complexity of cognitive structure, as assessed by neuropsychological tests, can be captured by exploratory graph analysis (EGA). EGA was applied to the neuropsychological assessment of people (humans) with subjective cognitive decline (SCD), mild cognitive impairment (MCI), and Alzheimer\'s disease (AD; total N = 638). Both sexes were included. In AD, memory scores detach from the other cognitive functions, and memory subdomains reduce their reciprocal relation. SCD showed a pattern of segregated neuropsychological domains, and MCI showed a noisy and less stable pattern. Results suggest that AD drives a reorganization of cognitive functions toward a less-fractionated architecture compared with preclinical conditions. Cognitive functions show a reorganization that goes beyond the performance decline. Results also have clinical implications in test interpretations and usage.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    利用超宽视野(UWF)成像评估轻度认知障碍(MCI)患者的视网膜和脉络膜脉管系统和结构,与正常认知的对照组相比。
    前瞻性横断面研究。
    来自神经退行性疾病研究中的眼睛多模态成像的82名MCI患者的一百三十只眼和133名认知正常参与者的230只眼。
    扫描激光检眼镜(加利福尼亚,OptosInc)用于获得UWF眼底彩色图像。用视网膜UWF(VAMPIRE-UWF2.0,爱丁堡大学和邓迪大学)软件的血管成像评估平台分析图像。
    成像参数包括血管宽度梯度,船舶宽度截距,大血管脉络膜血管密度,血管弯曲,和血管分形维数。
    与对照组相比,MCI患者的视网膜动脉和静脉宽度梯度均较低。显示外周血管变薄率降低(P<0.001;P=0.027)。视网膜动脉和静脉宽度截获,推断视神经盘中心血管宽度的度量,MCI患者与对照组相比较小(P<0.001;P=0.017)。大血管脉络膜血管密度,量化血管面积与脉络膜总面积的关系,与对照组相比,MCI患者更高(P=0.025)。
    与认知正常的对照组相比,MCI患者的视网膜血管变薄,表现在视网膜动脉和静脉中。在MCI中,当朝向外周行进时,这些较薄的动脉和静脉以较低的速率衰减。MCI患者脉络膜血管密度也增加。
    专有或商业披露可在本文末尾的脚注和披露中找到。
    UNASSIGNED: To utilize ultrawidefield (UWF) imaging to evaluate retinal and choroidal vasculature and structure in individuals with mild cognitive impairment (MCI) compared with that of controls with normal cognition.
    UNASSIGNED: Prospective cross sectional study.
    UNASSIGNED: One hundred thirty-one eyes of 82 MCI patients and 230 eyes of 133 cognitively normal participants from the Eye Multimodal Imaging in Neurodegenerative Disease Study.
    UNASSIGNED: A scanning laser ophthalmoscope (California, Optos Inc) was used to obtain UWF fundus color images. Images were analyzed with the Vasculature Assessment Platform for Images of the Retina UWF (VAMPIRE-UWF 2.0, Universities of Edinburgh and Dundee) software.
    UNASSIGNED: Imaging parameters included vessel width gradient, vessel width intercept, large vessel choroidal vascular density, vessel tortuosity, and vessel fractal dimension.
    UNASSIGNED: Both retinal artery and vein width gradients were less negative in MCI patients compared with controls, demonstrating decreased rates of vessel thinning at the periphery (P < 0.001; P = 0.027). Retinal artery and vein width intercepts, a metric that extrapolates the width of the vessel at the center of the optic disc, were smaller in MCI patients compared with that of controls (P < 0.001; P = 0.017). The large vessel choroidal vascular density, which quantifies the vascular area versus the total choroidal area, was greater in MCI patients compared with controls (P = 0.025).
    UNASSIGNED: When compared with controls with normal cognition, MCI patients had thinner retinal vasculature manifested in both the retinal arteries and the veins. In MCI, these thinner arteries and veins attenuated at a lower rate when traveling toward the periphery. MCI patients also had increased choroidal vascular density.
    UNASSIGNED: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    有效治疗痴呆症需要及时发现轻度认知障碍(MCI)。本文介绍了一种多目标优化方法,用于选择EEG通道(和特征)以检测MCI。首先,使用变分模式分解(VMD)或离散小波变换(DWT)将来自每个通道的每个EEG信号分解为子带。然后使用以下度量之一从每个子带中提取特征:标准偏差,四分位数间距,频带功率,Teager的能量,Katz和Higuchi的分形维数,香农熵,确定熵,或阈值熵。使用不同的机器学习技术将MCI病例的特征与健康对照的特征进行分类。分类器的性能使用留一主题(LOSO)交叉验证(CV)进行验证。非支配排序遗传算法(NSGA)-II的设计目的是最小化EEG通道(或特征)的数量并最大化分类精度。使用公开的在线数据集评估性能,该数据集包含来自24位参与者记录的19个频道的EEG。结果表明,使用NSGA-II算法时,性能有了显着提高。通过只选择几个合适的脑电图通道,与使用所有19个通道相比,基于LOSOCV的结果显示显着改善。此外,结果表明,通过从不同通道中选择合适的特征可以进一步提高准确性。例如,通过结合VMD和Teager能量,使用所有通道获得的SVM精度为74.24%。有趣的是,当使用NSGA-II仅选择五个通道时,精度提高到91.56%。当只使用从7个通道中选择的8个功能时,精度进一步提高到95.28%。这表明,通过选择信息特征或通道,同时排除嘈杂或不相关的信息,噪音的影响降低,从而提高准确性。这些有希望的研究结果表明,通道和功能数量有限,MCI的准确诊断是可以实现的,这为其在临床实践中的应用打开了大门。
    Effective management of dementia requires the timely detection of mild cognitive impairment (MCI). This paper introduces a multi-objective optimization approach for selecting EEG channels (and features) for the purpose of detecting MCI. Firstly, each EEG signal from each channel is decomposed into subbands using either variational mode decomposition (VMD) or discrete wavelet transform (DWT). A feature is then extracted from each subband using one of the following measures: standard deviation, interquartile range, band power, Teager energy, Katz\'s and Higuchi\'s fractal dimensions, Shannon entropy, sure entropy, or threshold entropy. Different machine learning techniques are used to classify the features of MCI cases from those of healthy controls. The classifier\'s performance is validated using leave-one-subject-out (LOSO) cross-validation (CV). The non-dominated sorting genetic algorithm (NSGA)-II is designed with the aim of minimizing the number of EEG channels (or features) and maximizing classification accuracy. The performance is evaluated using a publicly available online dataset containing EEGs from 19 channels recorded from 24 participants. The results demonstrate a significant improvement in performance when utilizing the NSGA-II algorithm. By selecting only a few appropriate EEG channels, the LOSO CV-based results show a significant improvement compared to using all 19 channels. Additionally, the outcomes indicate that accuracy can be further improved by selecting suitable features from different channels. For instance, by combining VMD and Teager energy, the SVM accuracy obtained using all channels is 74.24%. Interestingly, when only five channels are selected using NSGA-II, the accuracy increases to 91.56%. The accuracy is further improved to 95.28% when using only 8 features selected from 7 channels. This demonstrates that by choosing informative features or channels while excluding noisy or irrelevant information, the impact of noise is reduced, resulting in improved accuracy. These promising findings indicate that, with a limited number of channels and features, accurate diagnosis of MCI is achievable, which opens the door for its application in clinical practice.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    轻度认知障碍(MCI)可能会发展为严重的痴呆症,所以需要治疗来维持认知能力。用于动眼控制的神经回路与控制认知行为的神经回路密切相关。在这项研究中,我们测试了使用凝视控制视频游戏训练动眼系统是否可以改善MCI患者的认知行为.患者玩一个简单的游戏2-3周,而对照组使用鼠标玩相同的游戏。使用MoCA筛查测试和CANTAB评估认知改善。我们还测量了奇数球范例中的眼睛瞳孔和聚散度响应。结果表明,在MoCA测试中,特别是在视觉空间域和CANTAB电池的快速视觉信息处理测试中,得分增加。瞳孔对目标刺激的反应也增加。对照组患者没有显着改善。这项初步研究为MCI患者凝视控制游戏的潜在认知益处提供了证据。
    Mild cognitive impairment (MCI) may progress to severe forms of dementia, so therapy is needed to maintain cognitive abilities. The neural circuitry for oculomotor control is closely linked to that which controls cognitive behavior. In this study, we tested whether training the oculomotor system with gaze-controlled video games could improve cognitive behavior in MCI patients. Patients played a simple game for 2-3 weeks while a control group played the same game using a mouse. Cognitive improvement was assessed using the MoCA screening test and CANTAB. We also measured eye pupil and vergence responses in an oddball paradigm. The results showed an increased score on the MoCA test specifically for the visuospatial domain and on the Rapid Visual Information Processing test of the CANTAB battery. Pupil responses also increased to target stimuli. Patients in the control group did not show significant improvements. This pilot study provides evidence for the potential cognitive benefits of gaze-controlled gaming in MCI patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号