TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals

TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals

Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental condition worldwide. In this research, we used an ADHD electroencephalography (EEG) dataset containing more than 4000 EEG signals. Moreover, these EEGs are noisy signals. A new hand-modeled EEG classification model has be...

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Bibliographic Details
Main Authors: Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Elizabeth Emma Palmer, Edward J. Ciaccio, U. Rajendra Acharya
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Diagnostics
Subjects:
ternary motif pattern
ADHD detection
EEG signal classification
signal processing
Online Access:https://www.mdpi.com/2075-4418/12/10/2544

Internet

https://www.mdpi.com/2075-4418/12/10/2544

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