Article

VIDEO BASED DETECTION OF EPILEPTIC SEIZURES USING A THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK

2024-10-15

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Objective</h4> Seizure detection in epilepsy monitoring units (EMU) is essential for the clinical assessment of drug-resistant epilepsy. Automated video analysis using machine learning provides a promising aid for seizure detection with resultant reduction in the resources required for diagnostic monitoring. We employ a 3D convolutional neural network with fully fine-tuned backbone layers to...

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Literature Corpus work: ccc9b44f-dda3-526a-be34-09a59e24369d
DOI: 10.1101/2024.10.11.24315247

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