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Updated: May 24, 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

Published on: March 12, 2020

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通过随机森林休息状态EEG频率分析来诊断ADHD.

Guilherme R Pedrollo, Leia B Bagesteiro, Alexandre R Franco

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |March 5, 2025
    PubMed
    概括

    研究人员使用随机森林分类器确定了注意力缺陷多动症 (ADHD) 的电脑电图 (EEG) 生物标志物. 这种方法实现了88.6%的准确性,为ADHD诊断提供了潜在的可能性.

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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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