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YAEL: Your Advanced Electrode Localizer.

Zhengjia Wang1, John F Magnotti1, Xiang Zhang1

  • 1Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.

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|October 19, 2023
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Summary
This summary is machine-generated.

Your Advanced Electrode Localizer (YAEL) simplifies brain electrode localization from intracranial electroencephalography (iEEG) data. This open-source tool integrates all steps, speeding up analysis and improving visualization for neuroscience research.

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Area of Science:

  • Neuroscience
  • Medical Imaging
  • Computational Biology

Background:

  • Intracranial electroencephalography (iEEG) is crucial for studying human brain function.
  • Accurate electrode localization is essential for interpreting iEEG data.
  • Existing localization workflows can be complex and fragmented.

Purpose of the Study:

  • To introduce Your Advanced Electrode Localizer (YAEL), a novel software tool for iEEG electrode localization.
  • To provide an integrated, user-friendly solution for the entire localization process.
  • To enhance the visualization and analysis of iEEG data in relation to individual brain anatomy.

Main Methods:

  • YAEL offers a unified platform compatible with common data formats.
  • Features automatic extrapolation and interpolation for faster localization, particularly for stereotactic EEG (sEEG).
  • Includes a web-based graphical user interface with an interactive 3D viewer.

Main Results:

  • YAEL streamlines the electrode localization workflow, reducing reliance on multiple software packages.
  • Facilitates the creation of publication-ready visualizations of electrodes, brain anatomy, and experimental/clinical data.
  • Demonstrates efficient localization, especially for patients with numerous sEEG electrode shafts.

Conclusions:

  • YAEL provides a comprehensive, efficient, and accessible solution for iEEG electrode localization.
  • The tool supports advanced visualization for research and clinical applications.
  • Being free and open-source, YAEL promotes wider adoption in the neuroscience community.