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Executive function intervention in the school context: A scoping review. 学校情境下的执行功能干预:范围检讨。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-11-06 DOI: 10.1080/21622965.2025.2579203
Rafaela Guilherme Monte Cassiano, Marco Antonio Engeroff, Bruna Gutierrez Cidade, Maria Eduarda de Oliveira Martins, Sophia Barcellos de Toledo Barros, Silvia Gabriela Lima Canevazzi, Claudia Maria Gaspardo, Natália Martins Dias, Caroline de Oliveira Cardoso

The present scoping review was conducted to map interventions to promote executive functions (EF) in a school context with children and adolescents. A systematic literature search was performed on Web of Science, Scopus, SciELO, PubMed/Medline, PsycINFO, ERIC, Lilacs, and Embase. One hundred and twenty-two studies were reviewed. Within these 122 studies, 133 interventions were identified, among these, were 108 distinct interventions, with 14 interventions being repeated across 25 studies. Most of the interventions analyzed are aimed at samples of children and adolescents with typical development. Regarding the application, most of it was individual with playful components and computerized. The most frequent interventions were: Cogmed (7.4%), Working Memory Training (3.3%), Carribean Quest Game (2.4%) and Captain's Log (2.4%). Considering the 108 interventions analyzed, the majority focused on stimulating a single component of EF and the component most stimulated was working memory. These findings indicated paths and changes in the way interventions are applied to promote EF in the school context. EF interventions in school contexts can be an important strategy for promoting skills and preventing difficulties, it has the potential to take advantage of the wide window of opportunity for the development of EF and self-regulation throughout childhood and adolescence.

目前的范围审查是进行地图干预,以促进执行功能(EF)在学校背景下的儿童和青少年。在Web of Science、Scopus、SciELO、PubMed/Medline、PsycINFO、ERIC、Lilacs、Embase等网站进行系统文献检索。对122项研究进行了综述。在这122项研究中,确定了133项干预措施,其中108项不同的干预措施,其中14项干预措施在25项研究中重复进行。分析的大多数干预措施都是针对具有典型发育的儿童和青少年的样本。至于应用程序,大部分都是个性化的,有有趣的组件和计算机化的。最常见的干预措施是:Cogmed(7.4%)、工作记忆训练(3.3%)、加勒比任务游戏(2.4%)和船长日志(2.4%)。在分析的108个干预措施中,大多数集中于刺激EF的单一成分,而最受刺激的成分是工作记忆。这些发现表明了在学校环境中应用干预措施促进英孚教育的途径和变化。在学校环境下的EF干预可以是促进技能和预防困难的重要策略,它有可能利用整个儿童和青少年时期EF发展和自我调节的广泛机会。
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引用次数: 0
Functional connectivity alterations in high-functioning preschool boys with autism spectrum disorder. 自闭症谱系障碍高功能学龄前男孩的功能连接改变。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-31 DOI: 10.1080/21622965.2025.2581091
Qin Zhao, Yan Luo, Xinjie Mei, Zhi Shao

Information processing impairments are associated with the social and sensory symptoms of autism spectrum disorder (ASD). Functional connectivity forms the basis of information exchange and integration. Previous research has shown atypical functional connectivity patterns in school-aged children, adolescents, and adults with ASD. However, connectivity alterations in children with ASD in preschool years, a critical period for brain and cognition function development, are yet to be explored. Here, we compared resting-state EEG functional connectivity between high-functioning preschool boys with ASD and typically developing (TD) peers and investigated the relationships between functional connectivity and symptom severity of ASD as measured by the Childhood Autism Rating Scale (CARS). Network-based statistic (NBS) identified five intrahemispheric (left prefrontal-left central, left frontal-left central, left central-left occipital, right central-right parietal, and right temporal-right parietal) and four interhemispheric (left prefrontal-right central, left central-right parietal, left occipital-right parietal, and left parietal-right temporal) decreased long-range connections in the delta (1-4 Hz) band in ASD. Cliff's delta analysis indicated all of the alterations were of large effect sizes. Correlation analysis further revealed significant relationships between dysconnectivity and symptom severity of ASD. Findings remained significant after Benjamini-Hochberg correction. Specifically, decreased left prefrontal-right central connectivity was correlated with worse "relationship to people" and better "activity level," impaired right central-right parietal and left frontal-left central connections were individually associated with severe "listening response," and reduced left central-left occipital connectivity was related to better "taste-smell-touch response and use." In conclusion, this study suggests a trend of weakened long-range functional connectivity in high-functioning preschool boys with ASD and highlights its influence on the symptoms of ASD. Larger-scale studies are required to verify its potential as a biomarker for early screening, diagnosis, and neurophysiological intervention strategy planning of ASD.

信息处理障碍与自闭症谱系障碍(ASD)的社会和感觉症状有关。功能连接是信息交换和集成的基础。先前的研究表明,学龄儿童、青少年和ASD成人的功能连接模式不典型。然而,ASD儿童在学龄前(大脑和认知功能发展的关键时期)的连通性改变尚待探索。在此,我们比较了高功能学龄前ASD男孩和典型发育(TD)男孩的静息状态EEG功能连通性,并研究了功能连通性与儿童自闭症评定量表(CARS)测量的ASD症状严重程度之间的关系。基于网络的统计(NBS)在ASD的δ (1-4 Hz)波段发现了5个半球内(左前额叶-左中央、左前额叶-左中央、左中央-左枕叶、右中央-右顶叶、右颞叶-右顶叶)和4个半球间(左前额叶-右中央、左中央-右顶叶、左枕叶-右顶叶、左顶叶-右颞叶)远程连接减少。Cliff的delta分析表明,所有的改变都有很大的效应。相关分析进一步揭示了连接障碍与ASD症状严重程度之间的显著相关性。benjamin - hochberg校正后的结果仍然显著。具体来说,左前额叶-右中央连接减少与更糟糕的“人际关系”和更好的“活动水平”相关,右中央-右顶叶和左前额叶-左中央连接受损分别与严重的“倾听反应”相关,左中央-左枕叶连接减少与更好的“味觉-嗅觉-触觉反应和使用”相关。综上所述,本研究提示高功能学龄前男孩ASD存在远程功能连接减弱的趋势,并强调了其对ASD症状的影响。需要更大规模的研究来验证其作为ASD早期筛查、诊断和神经生理干预策略规划的生物标志物的潜力。
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引用次数: 0
Is cognitive disengagement syndrome more prevalent in children with cerebral palsy? A neuropsychological perspective. 认知脱离综合征在脑瘫儿童中更普遍吗?神经心理学的观点。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-31 DOI: 10.1080/21622965.2025.2581103
Öznur Adıgüzel-Akman, Samet Çelik, Nihal Yıldız, Sena Berru Özaydın

Objective: This study aimed to examine the comorbidity of Cognitive Disengagement Syndrome (CDS) in children with Cerebral Palsy (CP) and to explore neuropsychological differences between clinical subgroups.

Materials and methods: The study included 24 children with CP and 18 typically developing (TD) peers, aged 6-17 years, who were evaluated using a sociodemographic form and a neuropsychological battery.

Results: Children with both CP and CDS showed significantly reduced cognitive flexibility and processing speed compared to TD children and those with CP only (p < .001). No significant difference in processing speed was observed between the CP-only and TD groups. Additionally, BCAS scores were moderately and negatively correlated with processing speed, executive functions, and attention (p < .05).

Conclusion: CDS symptoms are frequently seen in children with CP and are closely linked to executive dysfunctions. These findings underscore that CDS symptoms are not merely comorbid features but constitute a core dimension that substantially shapes and differentiates the neuropsychological profile of children with CP.

目的:探讨脑瘫患儿认知脱离综合征(CDS)的合并症,并探讨临床亚组间的神经心理学差异。材料和方法:该研究包括24名患有CP的儿童和18名6-17岁的典型发育(TD)同龄人,他们使用社会人口学表格和神经心理学电池进行评估。结果:合并CP和CDS的儿童的认知灵活性和处理速度明显低于TD儿童和仅合并CP的儿童(p < 0.001)。仅cp组和TD组在处理速度上无显著差异。此外,BCAS得分与处理速度、执行功能和注意力呈中度负相关(p < 0.05)。结论:CDS症状常见于CP患儿,并与执行功能障碍密切相关。这些发现强调,CDS症状不仅仅是合并症的特征,而是构成了一个核心维度,从本质上塑造和区分CP患儿的神经心理特征。
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引用次数: 0
The Boston naming test is a valid psychometric marker of English proficiency in bilingual Cubans. 波士顿命名测验是古巴双语者英语熟练程度的有效心理测量标记。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-28 DOI: 10.1080/21622965.2025.2576692
Klency Gonzalez Hernandez, Sarah J Schneider, Gabriela Diago-Monzón, Sabrina Prado Verdecia, Iulia Crișan, Randy Frankcis Perez Morales, Brando Mesa Cabrera, Daniela Escobar Magarino, Laszlo A Erdodi

Objective: This study was designed to evaluate the utility of the short form of the Boston Naming Test (BNT-15) as an index of English proficiency and its relationship with the Common European Framework of Reference for Languages (CEFR).

Method: The BNT-15 was administered to a sample of 51 Cuban university students (native speakers of Spanish) with various levels of English proficiency as part of a battery of neuropsychological tests administered in both Spanish and English.

Results: The BNT-15 and CEFR were positively correlated with each other and relative language proficiency. A linear relationship emerged between levels of English proficiency operationalized using BNT-15 scores or CEFR ratings for tests with high verbal mediation. However, English proficiency was unrelated to performance on tests with low verbal mediation. Item-level responses on the BNT-15 suggest culture- and language-specific influences independent of overall level of English proficiency.

Conclusions: The BNT-15 and CEFR provide valid measures of English proficiency, although both leave a high percentage of variance in test performance unexplained. Large-scale replications are needed to further explore the utility of the BNT-15 as an index of English proficiency.

目的:本研究旨在评估波士顿命名测验(BNT-15)作为英语熟练程度指标的效用及其与欧洲语言共同参考框架(CEFR)的关系。方法:对51名英语水平不同的古巴大学生(母语为西班牙语)进行了BNT-15测试,作为用西班牙语和英语进行的一系列神经心理测试的一部分。结果:BNT-15与CEFR与相对语言能力呈正相关。使用BNT-15分数或CEFR评分进行高语言中介测试的英语熟练程度水平之间存在线性关系。然而,英语熟练程度与低言语中介测试的表现无关。对BNT-15的项目级反应表明文化和语言特定的影响独立于整体英语熟练程度。结论:BNT-15和CEFR提供了有效的英语水平测量,尽管两者在测试表现上都有很大的差异。为了进一步探索BNT-15作为英语熟练程度指标的效用,需要进行大规模的重复实验。
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引用次数: 0
Implementation of an AI-enhanced motor and cognitive intervention: a case study in developmental delay. 人工智能增强运动和认知干预的实施:发育迟缓的案例研究。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-28 DOI: 10.1080/21622965.2025.2578634
Selen Aydoner Bektas, Gonca Bumin

This study aimed to explore the implementation of an AI-enhanced motor and cognitive intervention for a 7-year-old child with developmental delay. A case study design was employed using an A-B framework (pre-test, intervention, post-test) over 12 weeks. The intervention incorporated AI-based tools such as Lumosity, Just Dance, and Cogmed for tailored motor and cognitive activities. The Bruininks-Oseretsky Test of Motor Proficiency-2 Brief Form (BOT-2 BF) and the Dynamic Occupational Therapy Cognitive Assessment for Children (DOTCA-Ch) were used to evaluate outcomes. Post-intervention, significant improvements were observed in BOT-2 BF and DOTCA-Ch scores, indicating enhanced motor coordination, and cognitive abilities. AI-enhanced interventions demonstrated the potential to address developmental delays by providing adaptive, engaging, and effective therapeutic activities. The findings highlight the feasibility of integrating AI tools into therapy, with implications for broader adoption in addressing developmental challenges. Further research is recommended to explore generalizability and long-term effects.

本研究旨在探讨人工智能增强的运动和认知干预对7岁发育迟缓儿童的实施。采用A- b框架(前测、干预、后测)进行为期12周的案例研究设计。干预措施包括基于人工智能的工具,如Lumosity、Just Dance和Cogmed,用于定制运动和认知活动。采用Bruininks-Oseretsky运动熟练程度测验-2简表(BOT-2 BF)和儿童动态职业治疗认知评估(DOTCA-Ch)评估结果。干预后,观察到BOT-2 BF和DOTCA-Ch评分显著改善,表明运动协调和认知能力增强。人工智能增强的干预措施通过提供适应性、参与性和有效的治疗活动,证明了解决发育迟缓的潜力。研究结果强调了将人工智能工具整合到治疗中的可行性,这对更广泛地采用人工智能来应对发展挑战具有重要意义。建议进一步研究以探索其普遍性和长期影响。
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引用次数: 0
Neurocognitive deficits in cognitive flexibility and visual-motor search among children with different epilepsy subtypes. 不同癫痫亚型儿童认知灵活性和视觉运动搜索的神经认知缺陷。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-28 DOI: 10.1080/21622965.2025.2578630
Shabnam Shirdel, Shiva Shirdel, Mohammad Shadbafi, Aylar Dolatkhah

Objective: This study examined neurocognitive deficits in Cognitive Flexibility (CF) and Visual-Motor Search (VMS) among children with Frontal Lobe Epilepsy (FLE), Temporal Lobe Epilepsy (TLE), and Non-Epileptic (NE) controls to inform subtype-specific interventions.

Methods: We assessed 90 children (30 FLE, 30 TLE, 30 NE; ages 7-12), matched on key demographics, using the Wisconsin Card Sorting Test (WCST) to assess CF and Trail Making Tests (TMT-A/B) to evaluate VMS. Group differences were analyzed using MANOVA with Bonferroni post-hoc comparisons.

Results: MANOVA revealed significant group differences with a large effect size (F (12, 164) = 28.43, p < .001, ηp2 = .68). Post-hoc tests confirmed a hierarchy of impairment: children with FLE performed worse than those with TLE on both CF and VMS measures, and the TLE group scored lower than NE controls on all tasks. Significant differences were found on all TMT and WCST sub-measures.

Discussion: The findings indicate hierarchical CF and VMS impairments in pediatric epilepsy, likely linked to frontal-parietal and hippocampal-temporal dysfunction. This suggests a need for tailored interventions, such as metacognitive training for FLE and contextual cueing for TLE. Future research should use neuroimaging and more diverse populations.

目的:本研究检查了额叶癫痫(FLE)、颞叶癫痫(TLE)和非癫痫(NE)对照儿童在认知灵活性(CF)和视觉运动搜索(VMS)方面的神经认知缺陷,为亚型特异性干预提供信息。方法:我们评估了90名儿童(30名FLE, 30名TLE, 30名NE, 7-12岁),使用威斯康星卡片分类测试(WCST)评估CF和轨迹制作测试(TMT-A/B)评估VMS。采用方差分析和Bonferroni事后比较分析组间差异。结果:方差分析显示组间差异显著且效应量较大(F (12,164) = 28.43, p < 0.001, ηp2 = 0.68)。事后测试证实了损伤的等级:在CF和VMS测量中,FLE儿童比TLE儿童表现更差,并且TLE组在所有任务上的得分低于NE对照组。在所有TMT和WCST分项测量中发现显著差异。讨论:研究结果表明,儿童癫痫的分级CF和VMS损伤可能与额-顶叶和海马-颞叶功能障碍有关。这表明需要量身定制的干预措施,例如针对FLE的元认知训练和针对TLE的情境提示。未来的研究应该使用神经成像和更多样化的人群。
{"title":"Neurocognitive deficits in cognitive flexibility and visual-motor search among children with different epilepsy subtypes.","authors":"Shabnam Shirdel, Shiva Shirdel, Mohammad Shadbafi, Aylar Dolatkhah","doi":"10.1080/21622965.2025.2578630","DOIUrl":"https://doi.org/10.1080/21622965.2025.2578630","url":null,"abstract":"<p><strong>Objective: </strong>This study examined neurocognitive deficits in Cognitive Flexibility (CF) and Visual-Motor Search (VMS) among children with Frontal Lobe Epilepsy (FLE), Temporal Lobe Epilepsy (TLE), and Non-Epileptic (NE) controls to inform subtype-specific interventions.</p><p><strong>Methods: </strong>We assessed 90 children (30 FLE, 30 TLE, 30 NE; ages 7-12), matched on key demographics, using the Wisconsin Card Sorting Test (WCST) to assess CF and Trail Making Tests (TMT-A/B) to evaluate VMS. Group differences were analyzed using MANOVA with Bonferroni post-hoc comparisons.</p><p><strong>Results: </strong>MANOVA revealed significant group differences with a large effect size (F (12, 164) = 28.43, <i>p</i> < .001, ηp<sup>2</sup> = .68). Post-hoc tests confirmed a hierarchy of impairment: children with FLE performed worse than those with TLE on both CF and VMS measures, and the TLE group scored lower than NE controls on all tasks. Significant differences were found on all TMT and WCST sub-measures.</p><p><strong>Discussion: </strong>The findings indicate hierarchical CF and VMS impairments in pediatric epilepsy, likely linked to frontal-parietal and hippocampal-temporal dysfunction. This suggests a need for tailored interventions, such as metacognitive training for FLE and contextual cueing for TLE. Future research should use neuroimaging and more diverse populations.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-10"},"PeriodicalIF":1.1,"publicationDate":"2025-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145375895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of mindfulness-based intervention on repetitive and stereotypical behaviors in children with autism spectrum disorder. 正念干预对自闭症谱系障碍儿童重复和刻板行为的影响。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-23 DOI: 10.1080/21622965.2025.2576076
Manal Y I Baamer

Objectives: The aim was to investigate the impact of mindfulness-based intervention on repetitive and stereotypical behaviors in children with autism spectrum disorder (ASD).

Methods: This study is a quasi-experimental pretest-post-test design with a control group, in which the effect of a mindfulness-based intervention program on the level of stereotypical behaviors of children with ASD is examined. Children with ASD aged 7 to 12 who were receiving education and services in special centers for children with ASD in Jeddah in 2024-2025. To select the sample group, two of the autism centers in Jeddah were referred, and 60 children from the center were selected using purposive sampling and randomly divided into two groups of 30 experimental and 30 control subjects. In the study, covariance analysis (ANCOVA) was used.

Results: The results showed that the mindfulness-based intervention program was effective on all subscales of stereotypical behaviors of children with ASD.

Conclusions: These findings suggest great promise for the use of mindfulness-based intervention with students with ASD to improve their stereotypical behaviors.

目的:探讨正念干预对自闭症谱系障碍(ASD)儿童重复和刻板行为的影响。方法:本研究采用准实验的前测后测设计,以对照组为研究对象,考察正念干预对ASD儿童刻板行为水平的影响。2024-2025年期间在吉达自闭症儿童特殊中心接受教育和服务的7至12岁自闭症儿童。选取吉达两家自闭症中心作为样本组,采用有目的抽样的方法,选取该中心的60名儿童,随机分为两组,每组30名实验组和30名对照组。本研究采用协方差分析(ANCOVA)。结果:以正念为基础的干预方案对ASD儿童刻板行为的所有分量表均有效。结论:这些发现表明,对ASD学生使用基于正念的干预来改善他们的刻板行为大有希望。
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引用次数: 0
Executive functions, working memory capacity and academic performance of highly able students: The mediating role of self-concept. 执行功能、工作记忆容量与高能生学业成绩:自我概念的中介作用。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-16 DOI: 10.1080/21622965.2025.2574055
Manar Mohammed Haneefa

Working memory is widely acknowledged as a core and essential executive functions. The aim was to examine the mediating role of self concept in hierarchical relationship between working memory and executive functions. This cross-sectional descriptive-analytical study was conducted. A sample of 120 intellectually gifted children (mean age = 10.77 years, SD = 0.89, 80 females; 66% and 60 males, 44%) participated in the study. A mediation model, was examined, proposing the existence of interrelations between executive functions, working memory capacity and academic performance of highly able students, and a mediated path of self-concept. Structural equation modeling (SEM), with full information maximum likelihood estimation (FIML) was used to examine bivariate correlations and the mediation model. Multiple fit indices in addition to the chi-square test statistic were used to assess model fit. The results of the full mediation structural model fit indicated that the model fit the data well, with Chi-square = 733.041, p = 0.000, Relative Chi-Sq = 1.773; GFI = 0.825, CFI = 0.917, IFI = 0.910, RMSEA = 0.052. The Goodness of-fit indices of the structural model indicated that the GFI, CFI, and IFI approached or exceeded the cutoff value of 0.90.

工作记忆被广泛认为是一种核心和基本的执行功能。目的是考察自我概念在工作记忆与执行功能的等级关系中的中介作用。进行了横断面描述性分析研究。120名智力超常儿童(平均年龄10.77岁,SD = 0.89)参与研究,其中女性80人,66%;男性60人,44%。研究发现,高能生的执行功能、工作记忆容量和学业成绩之间存在相互关系,并存在自我概念的中介路径。使用结构方程模型(SEM)和全信息最大似然估计(FIML)来检验双变量相关性和中介模型。除卡方检验统计量外,还使用多个拟合指标来评估模型的拟合。全中介结构模型拟合结果表明,模型与数据拟合良好,卡方= 733.041,p = 0.000,相对卡方= 1.773;Gfi = 0.825, cfi = 0.917, ifi = 0.910, rmsea = 0.052。结构模型的拟合优度指标表明,GFI、CFI和IFI接近或超过了0.90的临界值。
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引用次数: 0
A psycholinguistic approach to designing word stimuli for evaluating speech sound production in Persian-speaking children: Focus on face and content validity. 设计波斯语儿童语音生成评价的词刺激的心理语言学方法:关注面部和内容效度。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-13 DOI: 10.1080/21622965.2025.2569421
Mersede Imani-Shakibayi, Talieh Zarifian, Golnaz Modarresi Ghavami, Fariba Yadegari, Enayatollah Bakhshi

There is a pressing need for well-defined phonological assessment protocols and the development of valid, reliable, and clinician-friendly tools tailored to the unique linguistic contexts of each country. This study reports the initial phase of establishing normative data on phonological development in Persian-speaking children aged 24-84 months. The objective was to develop a robust set of single words varying in length and syllabic structure for use in speech sound assessment. Using a content analysis approach, 108 words were selected, ranging from one to six syllables (35 monosyllabic, 26 disyllabic, and 47 polysyllabic). Word selection was guided by psycholinguistic principles, including phoneme frequency, phonotactic diversity, syllabic complexity, and lexical familiarity. Criteria ensured cultural appropriateness, absence of repeated phonemes, diverse syllable structures, and inclusion of all consonants across positions. The stimuli are designed to probe underlying speech motor planning and phonological encoding processes in children. These words were organized into 18 semantically related image sets, each containing six words. Monosyllabic and disyllabic items included at least two Persian consonants in both initial and final syllable positions, and each consonant was represented by at least one polysyllabic word. Eight clinically-experienced adults evaluated name-image agreement, while 10 children aged 30-54 months demonstrated over 50% spontaneous naming and over 70% familiarity with the words. The final stimulus set includes a substantial number of polysyllabic words and appears suitable for analyzing phonetic and phonemic inventories, and phonological error patterns in Persian-speaking children.

目前迫切需要明确定义的语音评估方案,并根据每个国家独特的语言环境开发有效、可靠和对临床医生友好的工具。本研究报告了建立24-84月龄波斯语儿童语音发展规范数据的初始阶段。目的是开发一套健壮的单个单词在长度和音节结构上的变化,用于语音评估。采用内容分析的方法,选取了108个单词,从1到6个音节(单音节35个,双音节26个,多音节47个)。词的选择受到心理语言学原则的指导,包括音素频率、语音多样性、音节复杂性和词汇熟悉度。标准确保文化适宜性,没有重复的音素,多样化的音节结构,并包括所有的辅音。这些刺激被设计用来探索儿童潜在的言语运动规划和语音编码过程。这些词被组织成18个语义相关的图像集,每个图像集包含6个词。单音节和双音节项目包括至少两个波斯辅音在最初和最后的音节位置,每个辅音至少由一个多音节词表示。8名临床经验丰富的成年人评估了名称图像的一致性,而10名年龄在30-54个月的儿童表现出超过50%的自发命名和超过70%的单词熟悉度。最终的刺激集包括大量的多音节单词,似乎适合分析波斯语儿童的语音和音位清单以及语音错误模式。
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引用次数: 0
Artificial intelligence-driven electroencephalogram analysis for early attention deficit hyperactivity disorder detection in children to prevent learning disabilities and mental health challenges. 人工智能驱动的脑电图分析对儿童早期注意缺陷多动障碍检测预防学习障碍和心理健康挑战。
IF 1.1 4区 心理学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-10-08 DOI: 10.1080/21622965.2025.2564084
Manjusha Deshmukh, Mahi Khemchandani

Objective: Mental health (MH) and attention deficit hyperactivity disorder (ADHD) are inextricably linked, having the same symptoms and complications. The goal of this research is to pinpoint the precise brain areas that cause ADHD in children and to make it possible to diagnose the disorder early. The study intends to provide a trustworthy diagnosis framework that enables prompt intervention using cutting-edge electroencephalogram (EEG) data analysis and machine learning (ML) approaches.

Method: This study uses EEG decomposition for improved ADHD detection. Decomposition techniques, such as the discrete cosine transform (DCT), short-time Fourier transform (STFT), and empirical mode decomposition (EMD), are used to break down EEG signals into sub-bases. As STFT demonstrated the highest accuracy, in further studies ML algorithms use STFT sub-bands on various combinations of brain regions as feed-ins to detect ADHD.

Result: The results demonstrate that STFT methods outperform DCT and EMD. The trial outcomes revealed that, when utilizing a combination of 19 electrode sites, the STFT approach achieved the best accuracies, specifically 96% with light gradient-boosting machine (LightGBM) models. However, when utilizing STFT with LightGBM, the combination of Fp1F3C3C4P4 (5 electrode placements) yields 91% accuracy and 93% on Fp1F3C3C4P4 as well as Fp1F3C3C4F8.

Novelty: While our previous research has separately investigated the efficacy of EMD and STFT/DCT, this presents the first comprehensive, head-to-head comparison of all three techniques within a unified framework. We conclusively demonstrate that STFT-based features, when paired with a LightGBM classifier, achieve a new state-of-the-art accuracy of 96%. Building on this superior model, we conduct a novel and granular electrode-reduction analysis to identify a minimal 5-channel configuration that maintains over 91% accuracy, directly addressing the need for scalable and cost-effective diagnostic systems and establishing a clear pathway for their development.

目的:精神健康(MH)与注意缺陷多动障碍(ADHD)有着千丝万缕的联系,具有相同的症状和并发症。这项研究的目的是精确定位导致儿童多动症的大脑区域,并使早期诊断这种疾病成为可能。该研究旨在提供一个值得信赖的诊断框架,利用尖端的脑电图(EEG)数据分析和机器学习(ML)方法进行及时干预。方法:采用脑电分解改进ADHD检测方法。利用离散余弦变换(DCT)、短时傅立叶变换(STFT)和经验模态分解(EMD)等分解技术将脑电信号分解成子基。由于STFT显示出最高的准确性,在进一步的研究中,ML算法使用大脑区域的各种组合上的STFT子带作为输入来检测ADHD。结果:STFT方法优于DCT和EMD方法。试验结果表明,当使用19个电极位点的组合时,STFT方法达到了最好的精度,在光梯度增强机(LightGBM)模型中达到了96%。然而,当使用STFT与LightGBM时,Fp1F3C3C4P4(5个电极放置)的组合可获得91%的精度,而Fp1F3C3C4P4和Fp1F3C3C4F8的精度为93%。新颖性:虽然我们之前的研究分别研究了EMD和STFT/DCT的疗效,但本研究首次在统一的框架内对这三种技术进行了全面的正面比较。我们最终证明,当与LightGBM分类器配对时,基于stft的特征达到了96%的最新精度。在此卓越模型的基础上,我们进行了一种新颖的颗粒状电极还原分析,以确定最小的5通道配置,保持超过91%的准确性,直接解决了对可扩展和具有成本效益的诊断系统的需求,并为其发展建立了明确的途径。
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引用次数: 0
期刊
Applied Neuropsychology: Child
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