Deep Learning-Based Visual Complexity Analysis of Electroencephalography Time-Frequency Images: Can It Localize the Epileptogenic Zone in the Brain?

  • Navaneethakrishna Makaram
  • , Sarvagya Gupta
  • , Matthew Pesce
  • , Jeffrey Bolton
  • , Scellig Stone
  • , Daniel Haehn
  • , Marc Pomplun
  • , Christos Papadelis
  • , Phillip Pearl
  • , Alexander Rotenberg
  • , Patricia Ellen Grant
  • , Eleonora Tamilia

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number567
JournalAlgorithms
Volume16
Issue number12
DOIs
StatePublished - Dec 2023

ASJC Scopus Subject Areas

  • Theoretical Computer Science
  • Numerical Analysis
  • Computational Theory and Mathematics
  • Computational Mathematics

Keywords

  • deep learning
  • epilepsy
  • image analysis
  • intracranial EEG
  • machine learning
  • MRI
  • neurosurgery
  • visual complexity

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