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  • The Effect of Data Augmentation on ADHD Diagnostic Model using Deep Learning 

    Authors:Çiçek, Gülay; Özmen, Atilla; Akan, Aydin
    Publisher and Date:(IEEE, 2019)
    Attention Deficit Hyperactivity Disorder (ADHD) is a neuro-behavioral hyperactivity disorder. It is frequently seen in childhood and youth, and lasts a lifetime unless treated.The ADHD classification model should be objective and robust. Correct diagnosis usually depends on the knowledge and experience of health professionals. In this respect, an automated method to be developed for the ADHD classification model is of great importance for clinicians. In this study, the effect of data augmentation ...