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Channels and Features Identification: A Review and a Machine-Learning Based Model With Large Scale Feature Extraction

Abdul Rehman Aslam1,2,3, Nauman Hafeez4, Hadi Heidari2

  • 1Department of Electrical Engineering, Lahore University of Management Sciences, Lahore, Pakistan.

Frontiers in Neuroscience
|August 8, 2022
PubMed
Summary

This study introduces a new method for early Autism Spectrum Disorder (ASD) detection by analyzing emotions. It uses extensive feature extraction to improve accuracy in predicting emotions and diagnosing ASD.

Keywords:
Autismclassification processordeep neural network (DNN)electroencephalogram (EEG)emotion detectionlarge scale feature extractionneurological disorder

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