An adaptive frequency partitioning framework for epileptic seizure detection using TransseizNet.

Journal: Neurological research
Published Date: May 27, 2025

Abstract

OBJECTIVES: Epilepsy is a disorder causing repeated seizures because of unusual brain activity recorded using electroencephalography. Nevertheless, conventional epilepsy seizure detection approaches face difficulties such as poor epilepsy seizure detection accuracy and higher computational complexity. To overcome these limitations, this work proposes a novel TransseizNet framework for epilepsy seizure detection from the electroencephalography signal.

Authors

  • G R Abijith
    Department of Information Technology, St. Joseph's Institute of Technology, Chennai, India.
  • S Jothi
    Department of Computer Science and Engineering, KCG College of Technology, Chennai, India.
  • Chandrasekar A
    Computer Science and Engineering, St. Joseph's College of Engineering, Chennai, India.

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