AIMC Topic: Epilepsy, Tonic-Clonic

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Select for better learning: identifying high-quality training data for a multimodal cyclic transformer.

Journal of neural engineering Mar 25, 2025
. Tonic-clonic seizures (TCSs), which present a significant risk for sudden unexpected death in epilepsy, require accurate detection to enable effective long-term monitoring. Previous studies have demonstrated the advantages of multimodal seizure det...
Humans Machine Learning Learning Electroencephalography Seizures Epilepsy, Tonic-Clonic
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Automated detection of sudden unexpected death in epilepsy risk factors in electronic medical records using natural language processing.

Epilepsia May 21, 2019
OBJECTIVE: Sudden unexpected death in epilepsy (SUDEP) is an important cause of mortality in epilepsy. However, there is a gap in how often providers counsel patients about SUDEP. One potential solution is to electronically prompt clinicians to provi...
Humans Algorithms Retrospective Studies Electronic Health Records Risk Factors Sensitivity and Specificity Cross-Sectional Studies Natural Language Processing Data Interpretation, Statistical Epilepsy Neurosurgery Drug Resistant Epilepsy Death, Sudden Epilepsy, Tonic-Clonic Sudden Unexpected Death in Epilepsy
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