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Evaluation and Analysis of Elderly Mental Health Based on Artificial Intelligence. 基于人工智能的老年人心理健康评价与分析
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/7077568
Xiao Li

Objective: The purpose is to understand the depression status of the elderly in the community, explore its influencing factors, formulate a comprehensive psychological intervention plan according to the influencing factors, implement demonstration psychological intervention, and evaluate and feedback the effect, so as to provide a reference for improving the mental health of the elderly.

Method: In order to make the output of different emotional data in LSTM more discriminative, a method to dynamically filter the output of LSTM is proposed. Combining the methods of Attention-LSTM, time-dimensional AI attention, and feature-dimensional AI attention, the best model in this paper is obtained. The multistage stratified cluster sampling method was used to conduct a questionnaire survey on the elderly aged 60 and above in a certain area, including the general demographic characteristics questionnaire of the elderly, the self-rating scale of mental health symptoms, and the health self-management ability of adults. All data were entered into a database using Excel software, and SPSS 19.0 statistical software was used for statistical analysis. Results/Discussion. The detection rate of depression (GDS ≥ 11 points) among the elderly in a community in a certain area was 39.38%. Multivariate logistic regression analysis showed that family history of mental illness, more negative life events, decreased ability of daily living, living alone, and suffering from physical diseases in the past six months were the risk factors for depression in the elderly. Community health education can partially alleviate depression in the elderly. The detection rate and degree of depression of the elderly in the comprehensive psychological intervention group were significantly lower than those in the control group, and the difference was statistically significant (P < 0.05).

目的:了解社区老年人抑郁状况,探讨其影响因素,根据影响因素制定综合心理干预方案,实施示范性心理干预,并对效果进行评价和反馈,为改善老年人心理健康提供参考。方法:为了使LSTM中不同情绪数据的输出更具判别性,提出了一种动态过滤LSTM输出的方法。将注意力- lstm、时间维人工智能注意力和特征维人工智能注意力方法相结合,得到了本文的最佳模型。采用多阶段分层整群抽样方法对某地区60岁及以上老年人进行问卷调查,包括老年人一般人口学特征问卷、心理健康症状自评量表、成人健康自我管理能力问卷。所有数据采用Excel软件入库,采用SPSS 19.0统计软件进行统计分析。结果/讨论。某地区某社区老年人抑郁(GDS≥11分)检出率为39.38%。多因素logistic回归分析显示,近6个月内有精神疾病家族史、生活不良事件较多、日常生活能力下降、独居、躯体疾病是老年人抑郁的危险因素。社区健康教育能部分缓解老年人抑郁。综合心理干预组老年人抑郁检出率、抑郁程度均显著低于对照组,差异有统计学意义(P < 0.05)。
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引用次数: 0
The Pictorial Interview of Children's Metacognition and Executive Functions (PIC-ME): Cultural Adaptation for Ultra-Orthodox Jewish Populations. 儿童元认知和执行功能(PIC-ME)的图片访谈:极端正统犹太人群的文化适应。
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/4832354
Anat Golos, Jennifer R Budman, Ayala Shterenshus, Ruthie Traub Bar-Ilan

Introduction: Executive functions (EFs) are strongly linked to attention deficit hyperactivity disorder (ADHD). The pictorial interview of children's metacognition and executive functions (PIC-ME) assesses children's self-perceptions regarding their EF. This study is aimed at describing the cultural adaptation of the PIC-ME to the ultra-Orthodox (UO) Jewish population in Israel.

Method: In the first of three stages, 30 occupational therapists, who were experienced in working with children with ADHD from the UO population, completed a questionnaire about the suitability of PIC-ME for the UO community. In the second stage, six therapists participated in a focus group to discuss the recommendations and the adaptations made following the first stage. In the third stage, 20 UO children aged 5-10 participated in the tool validation process.

Results: First stage: most of the items of the original tool were found to be appropriate in representing the EFs of UO children and did not need to be adapted. No significant differences were found between the boys' and girls' versions regarding the tool's adaptability. However, most of the therapists suggested that the pictures in both versions needed adaptations. Second stage: additional recommendations led to the development of a final adapted version. Third stage: over 70 percent agreement was found among UO children regarding the clarity of the adapted pictures. No significant differences were found between boys and girls or between age groups.

Conclusions: This study presented wide agreement on the necessity for cultural adaptation of the PIC-ME to the UO population and described the adaptation process. Based on its face validity, the UO version may be a useful tool to assess the self-perception of EF among UO children. Further studies are needed to assess its psychometric properties and its usefulness as an outcome measure. The study findings may contribute to the cultural adaptation of other tools for culturally distinct populations.

导读:执行功能(EFs)与注意缺陷多动障碍(ADHD)密切相关。儿童元认知和执行功能图像访谈(PIC-ME)评估儿童对英语的自我认知。本研究旨在描述PIC-ME对以色列超正统(UO)犹太人口的文化适应。方法:在三个阶段的第一阶段,30名在治疗UO人群中患有ADHD的儿童方面经验丰富的职业治疗师完成了一份关于PIC-ME对UO社区的适用性的问卷调查。在第二阶段,六名治疗师参加了一个焦点小组,讨论第一阶段之后的建议和适应。第三阶段,20名5-10岁的UO儿童参与了工具验证过程。结果:第一阶段:发现原始工具的大部分项目适合代表UO儿童的ef,不需要进行调整。关于工具的适应性,男孩和女孩的版本之间没有发现显著的差异。然而,大多数治疗师认为两个版本的图片都需要修改。第二阶段:其他建议导致最终改编版本的发展。第三阶段:超过70%的UO儿童对改编图片的清晰度表示认同。在男孩和女孩之间或年龄组之间没有发现显著差异。结论:本研究广泛认同PIC-ME对UO人群文化适应的必要性,并描述了适应过程。基于其面孔效度,UO版本可能是评估UO儿童EF自我知觉的有用工具。需要进一步的研究来评估其心理测量特性及其作为结果测量的有效性。研究结果可能有助于其他工具的文化适应不同文化的人群。
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引用次数: 0
Multisensory Stimulation and Priming (MuSSAP) in 4-10 Months Old Infants with a Unilateral Brain Lesion: A Pilot Randomised Clinical Trial. 多感觉刺激和启动(MuSSAP)在4-10月龄婴儿单侧脑损伤中的应用:一项试点随机临床试验
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/8128407
Anke P M Verhaegh, Brenda E Groen, Pauline B M Aarts, Raymond van Ee, Michèl A A P Willemsen, Marijtje L A Jongsma, Maria W G Nijhuis-van der Sanden

Aim: To explore the effect of an Early Intensive-Upper Limb intervention (EI-UL) compared to EI-UL with integrated Multisensory Stimulation And Priming (MuSSAP) training on improving manual ability in infants with a unilateral brain lesion.

Method: A pilot randomised clinical trial with pre- and postintervention and follow-up measurements (T0, T1, and T2) was conducted. Sixteen infants with a unilateral brain lesion (corrected age is 4-10 months) received home-based intervention with video coaching. Eight infants received EI-UL and eight infants received EI-UL with integrated MuSSAP training. Primary outcome was the Hand Assessment for Infants (HAI) score. Additionally, effects were explored on initiation of goal-directed movements in both groups and on attention in the EI-UL with integrated MuSSAP training group.

Results: No significant group differences in HAI scores were found. Overall, HAI 'Affected hand score' increased between T0 and T1 (p = 0.001, Cohen's d = 1.04) and between T0 and T2 (p < 0.001, Cohen's d = 1.28); and the HAI 'Both Hands Measure' increased between T0 and T1 (p < 0.001, Cohen's d = 1.72) and between T0 and T2 (p < 0.001, Cohen's d = 1.81). At the start of the intervention, six infants (three in both groups) did not demonstrate initiation of goal-directed contralesional upper limb movements. During the intervention one infant receiving EI-UL and all three infants receiving EI-UL with integrated MuSSAP training started to initiate goal-directed movements.

Conclusion: The results suggest manual ability of infants with unilateral brain lesion improved with both interventions. We hypothesize that the integrated MuSSAP training may facilitate attention and initiation of contralesional upper limb goal-directed movements. This trial is registered with NCT05533476).

目的:探讨早期强化上肢干预(EI-UL)与EI-UL联合多感觉刺激与启动(MuSSAP)训练对单侧脑损伤婴儿手操作能力提高的影响。方法:采用前瞻性随机临床试验,采用干预前、干预后及随访测量(T0、T1、T2)。16名患有单侧脑损伤的婴儿(矫正年龄为4-10个月)接受了基于家庭的视频指导干预。8名婴儿接受EI-UL, 8名婴儿接受EI-UL并进行综合MuSSAP训练。主要结果为婴儿手部评估(HAI)评分。此外,我们还探讨了两组在目标导向运动启动方面的影响,以及EI-UL联合MuSSAP训练组在注意力方面的影响。结果:各组间HAI评分差异无统计学意义。总体而言,HAI“影响手评分”在T0和T1之间增加(p = 0.001, Cohen’s d = 1.04),在T0和T2之间增加(p < 0.001, Cohen’s d = 1.28);HAI“双手测量”在T0和T1之间(p < 0.001, Cohen’s d = 1.72)和T0和T2之间(p < 0.001, Cohen’s d = 1.81)增加。在干预开始时,6名婴儿(两组各3名)没有表现出目标导向对抗性上肢运动的开始。在干预期间,一名接受EI-UL的婴儿和三名接受EI-UL并结合MuSSAP训练的婴儿开始发起目标导向的运动。结论:两种干预措施均能提高单侧脑损伤患儿的操作能力。我们假设综合的MuSSAP训练可以促进注意力和对抗性上肢目标定向运动的启动。该试验注册号为NCT05533476)。
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引用次数: 1
Relationships between Loneliness and Occupational Dysfunction in Community-Dwelling Older Adults: A Cross-Sectional Study. 社区老年人孤独感与职业功能障碍的关系:一项横断面研究。
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/9505865
Daiki Nakashima, Keisuke Fujii, Yuta Kubo, Kyosuke Yorozuya

The study explored cross-sectional associations between loneliness and occupational dysfunction in community-dwelling older adults. Seventy-four older adults (12 men and 62 women; mean age 73.9 ± 8.3 years) completed a questionnaire survey that included the Japanese version of the UCLA Loneliness Scale Version 3 and the Classification and Assessment of Occupational Dysfunction (CAOD). Bayesian statistical modeling was used for a more stable estimation given the small sample. For model selection, we assumed a univariate analysis model of the CAOD (Model 1); a multivariate analysis model, including confounding factors in Model 1 (Model 2); and a multivariate analysis model, including random effects in Model 2 (Model 3). The best model was selected by comparing the widely applicable information criterion (WAIC) and the widely applicable Bayesian information criterion (WBIC) for each model. Bayesian statistics with the dependent variable as "loneliness" showed that the best model used "occupational dysfunction" as the independent variable and included confounding factors and random effects (WAIC = 474.5 and WBIC = 213.1). The best model identified an association between occupational dysfunction and loneliness (odds ratio [OR] = 2.363; 95% Bayesian confidence interval [CI] = 1.105-5.259). This study highlights the role of occupational dysfunction in addition to the risks and related factors reported to date when dealing with loneliness. Therapists could help older adults cope with loneliness by supporting their social participation and improving their occupational dysfunction.

本研究探讨了社区居住老年人孤独感与职业功能障碍之间的横断面关联。74名老年人(12名男性,62名女性;平均年龄73.9±8.3岁)完成了一份问卷调查,包括日语版UCLA孤独量表第3版和职业功能障碍分类与评估(CAOD)。在样本较小的情况下,采用贝叶斯统计模型进行较为稳定的估计。对于模型选择,我们假设CAOD的单变量分析模型(模型1);多元分析模型,包括模型1中的混杂因素(模型2);多变量分析模型,包括模型2中的随机效应(模型3)。通过比较每个模型的广泛适用信息准则(WAIC)和广泛适用贝叶斯信息准则(WBIC)来选择最佳模型。因变量为“孤独”的贝叶斯统计结果表明,最佳模型以“职业功能障碍”为自变量,包含混杂因素和随机效应(WAIC = 474.5, WBIC = 213.1)。最佳模型确定了职业功能障碍与孤独感之间的关联(优势比[OR] = 2.363;95%贝叶斯置信区间[CI] = 1.105-5.259)。本研究强调了职业功能障碍在处理孤独感时的作用,以及迄今为止报道的风险和相关因素。治疗师可以通过支持老年人的社会参与和改善他们的职业功能障碍来帮助他们应对孤独。
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引用次数: 0
Retracted: Effects of Aerobic Exercise on Sleep Quality and Mental Health of College Students. 有氧运动对大学生睡眠质量和心理健康的影响
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/9812569
Occupational Therapy International

[This retracts the article DOI: 10.1155/2022/8366857.].

[本文撤回文章DOI: 10.1155/2022/8366857.]。
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引用次数: 0
Cognitive Therapy for Children with Intellectual Disabilities: A New Look at Social Adaptation Skills and Interpersonal Relationships. 智障儿童的认知治疗:社会适应技能和人际关系的新视角。
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/6466836
Gulnaz Kulnazarova, Zhamiliya Namazbaeva, Laura Butabayeva, Lazzat Tulepova

The purpose of the study is to consider the factors influencing the development of the culture of interpersonal relationships and the effectiveness of the influence of cognitive therapy on improving social adaptation skills. The method of cognitive therapy included several types of activities. The first type of activities included group sessions, during which the weaknesses of the interaction and their correction were identified. The second type was conducted in the format of teaching standard models of interaction between people. The third type of activity aimed to teach children to build a dialogue with each other and express their desires and emotions. Classes were held 3 times a week throughout the year. The study was attended by pupils of 5-7 grades of Zhanuya boarding school and special correctional boarding school No. 7 for children with intellectual disabilities. The results of a randomized study demonstrated an increase in the indicators of teamwork skills, self-control, emotional stability, and independent decision-making. The indicators of cheerfulness, openness, sociability, and logical thinking also improved. But the factor of antisocial behavior decreased. All of these indicators directly affect socialization. This strategy can be applied in practice in various specialized boarding schools and schools for children with intellectual disabilities.

本研究的目的是考虑影响人际关系文化发展的因素,以及认知疗法对提高社会适应技能的影响的有效性。认知疗法的方法包括几种类型的活动。第一种类型的活动包括小组会议,在此期间,互动的弱点和他们的纠正被确定。第二类以人际互动教学标准模型的形式进行。第三类活动旨在教孩子们建立彼此之间的对话,表达自己的愿望和情感。全年每周上三次课。研究对象为湛宇雅寄宿学校和第七智障儿童特殊矫正寄宿学校5-7年级的学生。一项随机研究的结果表明,团队合作能力、自我控制能力、情绪稳定性和独立决策能力等指标都有所提高。快乐度、开放性、社交能力和逻辑思维等指标也有所提高。但反社会行为因素有所下降。所有这些指标都直接影响社会化。这一战略可以在各种专门寄宿学校和智力残疾儿童学校中实际应用。
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引用次数: 0
Retracted: Research on Public Administration and Resource Allocation Based on Blockchain and Structured Occupational Therapy. 撤稿:基于区块链和结构化职业治疗的公共管理与资源配置研究。
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/9862061
Occupational Therapy International

[This retracts the article DOI: 10.1155/2022/2623656.].

[本文撤回文章DOI: 10.1155/2022/2623656.]。
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引用次数: 0
Retracted: Design of an Incremental Music Teaching and Assisted Therapy System Based on Artificial Intelligence Attention Mechanism. 基于人工智能注意机制的增量式音乐教学辅助治疗系统设计
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/9879185
Occupational Therapy International

[This retracts the article DOI: 10.1155/2022/7117986.].

[本文撤回文章DOI: 10.1155/2022/7117986]。
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引用次数: 0
Efficacy and Safety of Hybrid Comprehensive Telerehabilitation (HCTR) for Cardiac Rehabilitation in Patients with Cardiovascular Disease: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. 混合综合远程康复(HCTR)对心血管疾病患者心脏康复的疗效和安全性:随机对照试验的系统评价和荟萃分析
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/5147805
Zheming Yang, Xiaodong Jia, Jiayin Li, Zhu Mei, Lin Yang, Chenghui Yan, Yaling Han

Backgrounds: Cardiovascular disease (CVD) is a serious condition that poses threats to patients' quality of life and life expectancy. Cardiac rehabilitation is a crucial treatment option that can improve outcomes for CVD patients. Hybrid comprehensive telerehabilitation (HCTR) is a relatively new approach. In the context of pandemics, HCTR can minimize the risk of cluster infections by reducing hospital visits while delivering effective rehabilitation care. This study is aimed at assessing the efficacy and safety of HCTR as a secondary prevention measure for CVD patients compared to usual rehabilitation care.

Methods: We searched PubMed, Embase, The Web of Science, The Cochrane Library, and PsychINFO for all related studies up to January 20, 2023. Two reviewers independently screened the titles and abstracts of potentially eligible articles based on the predefined search criteria. Data were analyzed using a comprehensive meta-analysis software (RevMan5.3).

Results: Eight trials, involving 1578 participants, were included. HCTR and usual rehabilitation care provide similar effects on readmission rates (odds ratio (OR) = 0.90 (95% CI 0.69-1.17), P = 0.43) and mortality (odds ratio (OR) = 1.06 (95% CI 0.72-1.57), P = 0.76). Effects on Short Form-36 Health Status Questionnaire (SF-36) score were also similar (SMD: 1.32 (95% CI-0.48-3.11), P = 0.15). Compared with usual rehabilitation care, HCTR can improve peak oxygen uptake (VO2 peak) (SMD: 0.99 (95% CI 0.23-1.74), P = 0.01) and 6-minute walking test (6MWT) (SMD: 10.02 (95% CI 5.44-14.60), P < 0.001) of patients.

Conclusions: Our findings indicate that HCTR is as effective as traditional rehabilitation care in reducing readmission rates and mortality and improving quality of life in patients with CVD. However, HCTR offers the added advantage of improving VO2 peak and 6MWT, measurements of cardiorespiratory fitness and functional capacity, respectively. These results suggest that HCTR can be a safe and effective alternative to traditional rehabilitation care, offering numerous benefits for CVD patients. Clinical Study Registration Number. This trial is registered with NCT02523560 and NCT02796404.

背景:心血管疾病(CVD)是一种严重威胁患者生活质量和预期寿命的疾病。心脏康复是一种关键的治疗选择,可以改善心血管疾病患者的预后。混合综合远程康复(HCTR)是一种较新的方法。在大流行的背景下,HCTR可以通过减少医院就诊,同时提供有效的康复护理,最大限度地减少聚集性感染的风险。本研究旨在评估HCTR作为心血管疾病患者二级预防措施的有效性和安全性,并与常规康复护理进行比较。方法:我们检索PubMed、Embase、Web of Science、Cochrane Library和PsychINFO,检索截至2023年1月20日的所有相关研究。两位审稿人根据预定义的搜索标准独立筛选可能符合条件的文章的标题和摘要。数据采用综合meta分析软件RevMan5.3进行分析。结果:纳入8项试验,1578名受试者。HCTR和常规康复护理在再入院率(优势比(OR) = 0.90 (95% CI 0.69-1.17), P = 0.43)和死亡率(优势比(OR) = 1.06 (95% CI 0.72-1.57), P = 0.76)方面具有相似的效果。对SF-36健康状况问卷(SF-36)评分的影响也相似(SMD: 1.32 (95% CI-0.48-3.11), P = 0.15)。与常规康复护理相比,HCTR可改善患者的峰值摄氧量(VO2峰值)(SMD: 0.99 (95% CI 0.23-1.74), P = 0.01)和6分钟步行试验(6MWT) (SMD: 10.02 (95% CI 5.44-14.60), P < 0.001)。结论:我们的研究结果表明,HCTR在降低心血管疾病患者的再入院率和死亡率以及改善生活质量方面与传统康复护理一样有效。然而,HCTR提供了额外的优势,提高VO2峰值和6MWT,分别测量心肺适应性和功能能力。这些结果表明,HCTR可以作为传统康复护理的一种安全有效的替代方案,为心血管疾病患者提供许多益处。临床研究注册号。本试验注册号为NCT02523560和NCT02796404。
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引用次数: 0
Retracted: Implementation of Computer-Aided Piano Music Automatic Notation Algorithm in Psychological Detoxification. 撤下:计算机辅助钢琴音乐自动记谱算法在心理戒毒中的实现。
IF 1.5 4区 医学 Q3 REHABILITATION Pub Date : 2023-01-01 DOI: 10.1155/2023/9840314
Occupational Therapy International

[This retracts the article DOI: 10.1155/2022/4457167.].

[本文撤回文章DOI: 10.1155/2022/4457167.]。
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引用次数: 0
期刊
Occupational Therapy International
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