Brain-region specific autism prediction from electroencephalogram signals using graph convolution neural network.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
Published Date: Jan 1, 2025

Abstract

BACKGROUND: Brain variations are responsible for developmental impairments, including autism spectrum disorder (ASD). EEG signals efficiently detect neurological conditions by revealing crucial information about brain function abnormalities.

Authors

  • Neha Prerna Tigga
    Department of Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India.
  • Shruti Garg
    Department of Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India.
  • Nishant Goyal
    Central Institute of Psychiatry, Kanke, -834006, Ranchi, India.
  • Justin Raj
    Department of Psychiatry, Central Institute of Psychiatry, Kanke, Ranchi, India.
  • Basudeb Das
    Department of Psychiatry, Central Institute of Psychiatry, Kanke, Ranchi, India.

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