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Making Neuroimage Analysis Easier to Understand

TalkinSpanishat PyCon US 2024 · 2024-05-15..05-23· [data-visualization, machine-learning]
slides:none on file

Shows how to build patient-friendly EEG summaries using the MNE-Python library, including converting proprietary device exports (notably Muse S 8‑electrode data) into standardized analyses. Describes applying ICA to remove artifacts, isolating real brain events, and producing topographic heatmaps that flag focal epileptiform activity for ambulatory and clinical-style recordings; demos use portable hardware plus MNE to produce actionable visualizations (not a replacement for clinical-grade EEG).

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