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This is a great application of our topological analysis of the iEEG waveform space to detect and differentiate interictal discharges, ripples and fast ripples in temporal lobe epilepsy in human. Don’t miss the 📝!! www.biorxiv.org/content/10.1... and the Github 👇🏼

In addition, to speed up the curation of the detected events, we have developed ripmap, a UMAP-aided semi-automatic tool that bases its efficacy on @lmprida.bsky.social lab’s work. ripmap can effectively remove falsely labeled IEDs, reducing manual curation by up to 45%! 👉 github.com/acnavasolive...