Automated detection of complex zebrafish seizure behavior at scale

Abstract Convulsive seizure behaviors are a hallmark feature of epilepsy, but automated detection of these events in freely moving animals is difficult. Here, we employed a high-resolution multi-camera array microscope with high-speed video acquisition and custom supervised machine learning (ML) for...

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Bibliographic Details
Main Authors: Paige Whyte-Fagundes, John Efromson, Anjelica Vance, Samuel Carpenter, Aurélien Bègue, Aloe Carroll, Thomas Jedidiah Jenks Doman, Mark Harfouche, Scott C. Baraban
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-025-08310-6
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