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Updated: Jun 29, 2025

Event Related Potentials ERPs and other EEG Based Methods for Extracting Biomarkers of Brain Dysfunction: Examples from Pediatric Attention Deficit/Hyperactivity Disorder ADHD
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Event Related Potentials ERPs and other EEG Based Methods for Extracting Biomarkers of Brain Dysfunction: Examples from Pediatric Attention Deficit/Hyperactivity Disorder ADHD

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ADHD-AID:通过基于EEG的多分辨率分析和特征选择来检测儿童注意力缺陷过敏症的辅助工具

Omneya Attallah1,2

  • 1Department of Electronics and Communications Engineering, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Alexandria 21937, Egypt.

Biomimetics (Basel, Switzerland)
|March 27, 2024
PubMed
概括

这项研究介绍了ADHD-AID,这是一个自动机器学习工具,用于识别青少年的注意力缺陷多动症 (ADHD). ADHD-AID显著提高了诊断的准确性和效率,有助于早期干预.

关键词:
注意缺陷多动障碍 (ADHD) 是一种注意缺陷多动障碍.离散的波形变换.电脑电图 (EEG) 是一种电脑电图.经验波形小组分解机器学习是机器学习.变化模式分解的变化模式分解

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相关概念视频

Attention-Deficit/Hyperactivity Disorder01:30

Attention-Deficit/Hyperactivity Disorder

Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by persistent inattention, hyperactivity, and impulsivity. It affects approximately 5-8% of children globally, with around 60-70% of cases persisting into adulthood. ADHD has significant implications for educational attainment, social interactions, and occupational success.
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
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