Applied Neuropsychology: Child最新文献

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Beyond DSM subtypes: Neuropsychological evidence against functional distinctions in childhood ADHD. 超越DSM亚型:反对儿童多动症功能差异的神经心理学证据。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-09-18 DOI: 10.1080/21622965.2025.2556429
Emilio Díaz-Moreno, Jose Heredia-Jimenez, Manuel Escabias
{"title":"Beyond DSM subtypes: Neuropsychological evidence against functional distinctions in childhood ADHD.","authors":"Emilio Díaz-Moreno, Jose Heredia-Jimenez, Manuel Escabias","doi":"10.1080/21622965.2025.2556429","DOIUrl":"https://doi.org/10.1080/21622965.2025.2556429","url":null,"abstract":"<p><p>The diagnostic subtypes of Attention-Deficit/Hyperactivity Disorder (ADHD) described in the DSM-5 remain widely used in clinical practice despite increasing evidence of their instability and questionable neurocognitive validity. This study examined whether the inattentive, hyperactive/impulsive, and combined presentations correspond to distinct cognitive profiles in school-aged children with ADHD. A total of 114 children aged 7-12 years with DSM-5 ADHD diagnoses were assessed with a standardized neuropsychological battery targeting executive functions, working memory, verbal fluency, and sustained attention. Subtypes were classified with the parent-report SNAP-IV. Exclusionary comorbidities were ruled out via structured interviews and a DSM-based screening tool. Between-group comparisons employed Kruskal-Wallis tests and Bayesian ANOVAs, and a k-means cluster analysis identified empirical cognitive profiles independent of subtype labels. Results showed no significant differences in 14 of 15 measures (all <i>p</i> > 0.05). Bayesian analyses provided substantial support for similarity (BF<sub>10</sub> < 0.33; <i>η</i><sup>2</sup> ≤ 0.06), with only phonological fluency showing a modest group effect (H = 9.52, <i>p</i> = 0.009; BF<sub>10</sub> = 3.89; <i>η</i><sup>2</sup> = 0.084). Cluster analysis yielded two stable profiles (low vs. average-high performance) unrelated to DSM-5 subtypes. These findings challenge the clinical utility of symptom-based subtyping in ADHD and support dimensional, performance-based classification models to guide assessment and individualized intervention.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-7"},"PeriodicalIF":1.1,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145079514","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
Time perception deficits in attention deficit hyperactivity disorder (ADHD): The role of working memory, attention and reaction time. 注意缺陷多动障碍(ADHD)的时间知觉缺陷:工作记忆、注意力和反应时间的作用。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-09-09 DOI: 10.1080/21622965.2025.2541182
Seyed Mohammad Saeid Sahaf, Asieh Hosseinpour Fardi, Fatemeh Moharreri, Homa Noori, Farzaneh Vafaee
{"title":"Time perception deficits in attention deficit hyperactivity disorder (ADHD): The role of working memory, attention and reaction time.","authors":"Seyed Mohammad Saeid Sahaf, Asieh Hosseinpour Fardi, Fatemeh Moharreri, Homa Noori, Farzaneh Vafaee","doi":"10.1080/21622965.2025.2541182","DOIUrl":"https://doi.org/10.1080/21622965.2025.2541182","url":null,"abstract":"<p><strong>Objective: </strong>Attention deficit hyperactivity disorder (ADHD) is linked to time perception deficits, with theories such as Scalar Expectancy Theory (SET) and Dynamic Attending Theory (DAT) offering different explanations. SET suggests time perception relies on a pacemaker-counter system influenced by working memory, whereas DAT highlights the role of attention in modulating time perception. This study examines the impact of attention, working memory, and motor response on time perception in children with ADHD.</p><p><strong>Method: </strong>This study included 94 children (47 with ADHD, 47 typically developing), aged 7-12, matched by age and gender. Participants completed computerized tasks assessing time perception (Time Wall), sustained attention (CPT), selective attention and reaction time (Go/No-Go), and working memory (Corsi Block). ADHD diagnoses followed Diagnostic and Statistical Manual of Mental Disorders-V-Text Revision (DSM-5-TR) criteria. Data were analyzed using independent t-tests and linear regression models.</p><p><strong>Results: </strong>Children with ADHD demonstrated significantly greater time perception inaccuracy than controls. Regression analyses revealed that in the ADHD group, selective attention, and reaction times in sustained and selective attention significantly predicted time perception deficits. In contrast, only age predicted inaccuracy in the control group. These findings underscore the unique cognitive mechanisms contributing to time perception deficits in ADHD.</p><p><strong>Conclusion: </strong>Time perception deficits in children with ADHD appear to be primarily influenced by selective attention and motor response speed, rather than sustained attention or working memory. These findings support DAT, highlighting the importance of attention and reaction time in ADHD-related time perception deficits. Interventions targeting these factors may be essential for improving timing accuracy in ADHD children.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-7"},"PeriodicalIF":1.1,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145022742","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
Sensory processing patterns in pediatric mild traumatic brain injury: A longitudinal study. 儿童轻度创伤性脑损伤的感觉处理模式:一项纵向研究。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-09-09 DOI: 10.1080/21622965.2025.2549930
Marilien C Marzolla, Christine Resch, Petra Hurks, Jan Schepers, Lex Borghans, Andre Rietman, Caroline van Heugten, Irene Renaud
{"title":"Sensory processing patterns in pediatric mild traumatic brain injury: A longitudinal study.","authors":"Marilien C Marzolla, Christine Resch, Petra Hurks, Jan Schepers, Lex Borghans, Andre Rietman, Caroline van Heugten, Irene Renaud","doi":"10.1080/21622965.2025.2549930","DOIUrl":"https://doi.org/10.1080/21622965.2025.2549930","url":null,"abstract":"<p><p>Sensory processing (SP) difficulties, such as heightened sensitivity to sensory input, have been linked to prolonged recovery and persistent post-concussive symptoms in adults following mild traumatic brain injury (mTBI). However, research on SP across different sensory inputs after pediatric mTBI is limited. This study examined SP patterns in children and adolescents aged 6-17 years with mTBI at 2 weeks and 6 months post-injury. Caregivers of children aged 6-11 years (<i>n</i> = 120) completed the Short Sensory Profile - Dutch version (SSP-NL), while adolescents aged 12-17 years (<i>n</i> = 121) completed the Adolescent/Adult Sensory Profile - Dutch version (AASP-NL), and scores were compared to normative data. Multilevel latent class growth analysis (MLCGA) identified four SP classes in children: (1) taste and smell sensitivity, (2) general hypersensitivity, (3) general hyposensitivity, and (4) under responsiveness with auditory filtering issues. Class 2 showed lower Child and Adolescent Scale of Participation (CASP) scores. SP changes over time were limited, with persistent issues (of hyper- and hyposensitivity) at 6 months. For adolescents, two classes were found: (1) avoidant and passive, and (2) mild, with Class 1 showing lower CASP scores. Class 2 exhibited reductions in poor registration, sensory sensitivity, and sensation avoidance over time. These findings highlight inter-individual differences in SP after pediatric mTBI, with subgroups differing in how they affect activities and participation. Early identification of SP issues may help tailor more effective interventions.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-10"},"PeriodicalIF":1.1,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145028870","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 effectiveness of vestibular exercises in enhancing auditory memory and discrimination in high-functioning children with autism. 前庭训练在提高高功能自闭症儿童听觉记忆和辨别能力方面的效果。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-09-04 DOI: 10.1080/21622965.2025.2553704
Saeed Rezaei, MohammadBagher Hassanvand, Maedeh Asadi Rajani
{"title":"The effectiveness of vestibular exercises in enhancing auditory memory and discrimination in high-functioning children with autism.","authors":"Saeed Rezaei, MohammadBagher Hassanvand, Maedeh Asadi Rajani","doi":"10.1080/21622965.2025.2553704","DOIUrl":"10.1080/21622965.2025.2553704","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to evaluate the effectiveness of vestibular exercises in enhancing auditory memory and auditory discrimination in high-functioning children diagnosed with autism spectrum disorder (ASD).</p><p><strong>Methods: </strong>Employing a quasi-experimental pretest-posttest design, the study recruited 20 children aged 6-8 years with confirmed diagnoses of high-functioning autism from psychology clinics in Tehran in 2024, using convenience sampling. Participants were randomly assigned to either an experimental group (n = 10), which underwent vestibular training, or a control group (n = 10) that received no intervention. Auditory discrimination was evaluated using the Weppman Auditory Discrimination Test, while auditory memory was assessed through Continuous Performance Testing (CPT) software. Data analysis was performed using analysis of covariance (ANCOVA) via SPSS version 24.</p><p><strong>Results: </strong>The experimental group exhibited statistically significant improvements in both auditory memory and auditory discrimination relative to the control group (<i>p</i> = 0.001), confirming the efficacy of vestibular training.</p><p><strong>Conclusion: </strong>Vestibular exercises markedly improve auditory processing capacities in high-functioning children with ASD. These results underscore the potential benefit of incorporating vestibular-based interventions into therapeutic protocols aimed at enhancing communication and cognitive outcomes in children on the autism spectrum.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-6"},"PeriodicalIF":1.1,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144991328","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
Exploring the association between inhibitory control and mathematical performance in early childhood: A systematic review. 探索抑制控制与幼儿数学表现之间的关系:一项系统综述。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-08-31 DOI: 10.1080/21622965.2025.2552198
Andrea Casanova, Cristina Rodríguez, Roberto A Ferreira, Isabeau Miranda
{"title":"Exploring the association between inhibitory control and mathematical performance in early childhood: A systematic review.","authors":"Andrea Casanova, Cristina Rodríguez, Roberto A Ferreira, Isabeau Miranda","doi":"10.1080/21622965.2025.2552198","DOIUrl":"https://doi.org/10.1080/21622965.2025.2552198","url":null,"abstract":"<p><p>In the past decade, studies on the association between inhibitory control (IC) and mathematical skills in early childhood have grown significantly. However, no subsequent review has been conducted since a decade ago. This systematic review synthesizes research up to 2025 from eight countries, primarily the United States, involving 10,061 children aged 3.5 to 7 years. The review highlights significant methodological diversity in the tools used to assess IC-such as peg-tapping, Go/No-Go, and Stroop tasks-and mathematical abilities, ranging from object counting to standardized tests like TEMA-3 and Woodcock-Johnson. Findings indicate a generally significant yet variable relationship between IC and early mathematical skills. Most studies suggest a moderate relationship, with some showing weaker or stronger associations. Notably, Attentional IC, the ability to suppress attention to distracting stimuli, shows a slightly stronger and more consistent association with mathematical performance than response inhibition, understood as the ability to suppress dominant motor responses. Methodological challenges include variations in IC tasks, participant age ranges, and potential publication bias. Future research should standardize methodologies, utilize longitudinal designs, and be conducted in less developed countries to provide deeper insights into how IC impacts mathematical development. These findings highlight the need for further research to inform targeted educational strategies and interventions, especially in diverse socioeconomic and developmental contexts.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-23"},"PeriodicalIF":1.1,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144939893","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
Brain connectome differences between attention deficit hyperactivity disorder (ADHD) and neurotypical children during visual attention: A study using a minimum spanning tree graph, multichannel EEG recording and machine learning. 注意缺陷多动障碍(ADHD)和神经正常儿童在视觉注意过程中的脑连接组差异:一项使用最小生成树图、多通道脑电图记录和机器学习的研究。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-08-08 DOI: 10.1080/21622965.2025.2533335
Afshin Fayyazi, Samaneh Safari, Sajjad Farashi
{"title":"Brain connectome differences between attention deficit hyperactivity disorder (ADHD) and neurotypical children during visual attention: A study using a minimum spanning tree graph, multichannel EEG recording and machine learning.","authors":"Afshin Fayyazi, Samaneh Safari, Sajjad Farashi","doi":"10.1080/21622965.2025.2533335","DOIUrl":"https://doi.org/10.1080/21622965.2025.2533335","url":null,"abstract":"<p><strong>Background: </strong>Individuals with attention deficit hyperactivity disorder (ADHD) perform visual attention tasks differently compared to neurotypicals. In this study, differences of brain connectome during visual attention were compared between ADHD and neurotypicals using multichannel electrocardiogram (EEG) recordings and graph theory.</p><p><strong>Methods: </strong>A minimum spanning tree (MST) graph based on similarities in EEG data from different brain areas was constructed for both neurotypical and ADHD groups. Features of MST were extracted in different EEG frequency sub-bands. The discriminative capability of MST extracted features was assessed using a classification approach. By comparing graph features between ADHD and neurotypicals, differences between brain processing mechanisms were investigated.</p><p><strong>Results: </strong>Features extracted from the MST graph achieved a perfect discrimination between individuals with ADHD and neurotypicals (accuracy = 100%, AUC = 1). This result was consistent across multiple classifiers and different types of similarity measures used for graph construction. The most discriminative MST graph features were identified in the alpha band. Significantly reduced leaf number, mean eccentricity, radius, and diameter in the high alpha were the main results. Furthermore, the results revealed lack of frontal processing hubs and weaker frontoparietal connection in the ADHD group.</p><p><strong>Conclusion: </strong>The results of this study indicated that MST graph features were ideal candidates for investigating underlying mechanisms of ADHD.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-10"},"PeriodicalIF":1.1,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144803276","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
Cognitive function and inflammatory markers of survivors of MIS-C. MIS-C幸存者的认知功能和炎症标志物。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-08-06 DOI: 10.1080/21622965.2025.2526378
Gülnihan Üstündağ, Gonca Özyurt, Ayşegül Elvan Tüz, Deniz Argüz Çıldır, Sevil Akman, Ahu Kara Aksay, Dilek Yılmaz, Eda Karadağ Öncel
{"title":"Cognitive function and inflammatory markers of survivors of MIS-C.","authors":"Gülnihan Üstündağ, Gonca Özyurt, Ayşegül Elvan Tüz, Deniz Argüz Çıldır, Sevil Akman, Ahu Kara Aksay, Dilek Yılmaz, Eda Karadağ Öncel","doi":"10.1080/21622965.2025.2526378","DOIUrl":"https://doi.org/10.1080/21622965.2025.2526378","url":null,"abstract":"<p><strong>Background: </strong>Multisystem inflammatory syndrome in children (MIS-C) presents severe clinical challenges due to its severe outcomes and diagnostic complexities. Recent studies suggest cognitive functions may also be affected. This study evaluates cognitive functions in MIS-C survivors over 12 months and explores the relationship with inflammatory markers.</p><p><strong>Methods: </strong>This prospective observational cohort study included children diagnosed with MIS-C hospitalized in a tertiary pediatric care unit. Follow-ups were conducted at one month, six months, and twelve months post-hospitalization using the Wechsler Intelligence Scale for Children (WISC-IV), D2 Test of Attention, Visual Aural Digit Span, Bender Gestalt, and STROOP Color-Word Time tests. Demographic, admission, and follow-up data, including inflammatory markers, were collected.</p><p><strong>Results: </strong>The study included 22 patients with a median age of 10.5 years, of whom 63.6% were male. Cognitive assessments showed a significant improvement in the TN-E subscore of the D2 attention test from the first month to the sixth month (p = 0.009). However, no significant differences were observed in other cognitive tests conducted in the first and sixth months. Correlation analyses revealed significant negative correlations between white blood cells, absolute neutrophil count, and the FR subscore of the D2 attention test in the first month, indicating lower attention scores with higher levels of these markers. Positive correlations were found between absolute lymphocyte count and WISC-IV subscores of symbol search and comprehension.</p><p><strong>Conclusions: </strong>This study demonstrates significant correlations between inflammatory markers and cognitive outcomes in children with MIS-C over twelve months. The findings underscore the potential long-term impact of MIS-C on cognitive functions and highlight the importance of monitoring cognitive health in these patients.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-7"},"PeriodicalIF":1.1,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144793320","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
Theory of mind and executive functions in children with visual impairment: The mediating role of emotional intelligence. 视觉障碍儿童的心理理论与执行功能:情绪智力的中介作用。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-08-01 DOI: 10.1080/21622965.2025.2541176
Adel Abed H Alkhaldi
{"title":"Theory of mind and executive functions in children with visual impairment: The mediating role of emotional intelligence.","authors":"Adel Abed H Alkhaldi","doi":"10.1080/21622965.2025.2541176","DOIUrl":"https://doi.org/10.1080/21622965.2025.2541176","url":null,"abstract":"<p><strong>Objectives: </strong>This study investigated emotional intelligence as a mediator between theory of mind and executive functions in children with visual impairment.</p><p><strong>Method: </strong>Two hundred and ten children with visual impairments participated, 120 males and 90 females, aged 10 13 years (<i>M</i> = 11.1, SD = 4.67), Madinah City, Saudi Arabia. Research data were analyzed using descriptive statistics (mean, standard deviation), inferential statistics (Pearson correlation), and structural equation modeling analysis using AMOS 24/4 software. Pearson correlation was used for linear correlation between continuous variables. The mediation analysis was conducted using the PROCESS SPSS Macro version 4.2, model 4 for SPSS, a regression-based approach for testing mediation effects.</p><p><strong>Results: </strong>Theory of mind has a positive and significant effect on emotional intelligence, cognitive flexibility, working memory, and inhibitory control in children with visual impairment (Standard coefficient = 4.445, 4.129, 4.010, 4.105, respectively, <i>P</i>-Value = 0.001). Also, emotional intelligence has a positive and significant effect on cognitive flexibility, working memory, and inhibitory control in children with visual impairment.</p><p><strong>Conclusion: </strong>The results of the present study showed that theory of mind and emotional intelligence have a direct relationship with the components of executive functions in children with visual impairment.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-11"},"PeriodicalIF":1.1,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144758996","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
Wavelet-Attention deep model for pediatric ADHD diagnosis via EEG. 小波-注意深度模型在小儿多动症脑电诊断中的应用。
IF 1.1 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-07-28 DOI: 10.1080/21622965.2025.2535017
Babak Masoudi
{"title":"Wavelet-Attention deep model for pediatric ADHD diagnosis via EEG.","authors":"Babak Masoudi","doi":"10.1080/21622965.2025.2535017","DOIUrl":"https://doi.org/10.1080/21622965.2025.2535017","url":null,"abstract":"<p><p>Attention-deficit/hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder in children, impacting academic performance, social interactions, and overall well-being. Early and accurate diagnosis is crucial, yet current methods rely heavily on subjective assessments. This study presents a novel Wavelet-Attention deep model for objective ADHD diagnosis using electroencephalography signals. The model integrates a wavelet transform for feature extraction with a deep residual network (ResNet) augmented by an attention mechanism to enhance focus on salient features. Rigorous preprocessing, including Independent Component Analysis for artifact removal, was applied to a publicly available dataset of 121 children. To ensure a robust and clinically relevant evaluation that avoids data leakage, a strict Leave-One-Subject-Out cross-validation protocol was employed. The proposed model demonstrated strong diagnostic performance, achieving an accuracy of 96.69%, a sensitivity of 95.08%, and a specificity of 98.33% in distinguishing between children with ADHD and healthy controls. Furthermore, model-agnostic interpretability analysis revealed that features derived from frontal lobe channels and low-frequency wavelet coefficients were most critical for the model's decisions, aligning with established neurophysiological markers of ADHD. The results suggest that this approach holds significant potential for developing a reliable and objective diagnostic tool for ADHD, facilitating earlier and more personalized interventions.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-11"},"PeriodicalIF":1.1,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144726868","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
Knowledge mapping of Specific Language Impairment in children: A bibliometric analysis (2010-2024). 儿童特殊语言障碍的知识图谱:文献计量学分析(2010-2024)。
IF 1.4 4区 心理学
Applied Neuropsychology: Child Pub Date : 2025-07-21 DOI: 10.1080/21622965.2025.2520462
Zhengyun Hu, Feifei Luo, Qianqian Yao, Tao Zhang, Xianhui Hong, Lifei Zhang, Feng Jiang, Zhuyun Ding
{"title":"Knowledge mapping of Specific Language Impairment in children: A bibliometric analysis (2010-2024).","authors":"Zhengyun Hu, Feifei Luo, Qianqian Yao, Tao Zhang, Xianhui Hong, Lifei Zhang, Feng Jiang, Zhuyun Ding","doi":"10.1080/21622965.2025.2520462","DOIUrl":"https://doi.org/10.1080/21622965.2025.2520462","url":null,"abstract":"<p><strong>Background: </strong>Specific Language Impairment (SLI), increasingly termed Developmental Language Disorder (DLD), affects 7-10% of children worldwide. Despite expanding research, no comprehensive bibliometric analysis has systematically examined this field's evolution.</p><p><strong>Methods: </strong>We analyzed 4,966 SLI/DLD-related publications (2010-2024) from the Web of Science Core Collection using VOSviewer, CiteSpace, and bibliometrix to assess publication trends, collaboration networks, citation patterns, and research themes.</p><p><strong>Results: </strong>Publication output increased 256% over the study period, with the United States (41.1%) and England (13.1%) dominating contributions. The University of Toronto, University of Melbourne, and University College London emerged as leading institutions. The Journal of Speech, Language, and Hearing Research(JSLHR) was most influential. Research evolved through three phases: linguistic components (2012-2016), neurodevelopmental mechanisms (2016-2020), and holistic therapies (2020-2024). Key themes included methodological frameworks, comorbidities with neurodevelopmental disorders, and intervention strategies.</p><p><strong>Conclusion: </strong>This first comprehensive bibliometric analysis reveals SLI/DLD research evolving from isolated linguistic investigations toward integrated neurodevelopmental frameworks and therapeutic approaches. The field shows increasing recognition of shared mechanisms across developmental conditions and growing emphasis on early intervention. Our findings highlight critical research directions including expanded international collaboration, cross-disorder research exploring shared neurobiological mechanisms, longitudinal intervention studies, and technology-enhanced assessment methodologies.</p>","PeriodicalId":8047,"journal":{"name":"Applied Neuropsychology: Child","volume":" ","pages":"1-16"},"PeriodicalIF":1.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144673807","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
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