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Language Model Applications for Early Diagnosis of Childhood Epilepsy

2025-02-03 neurology Title + abstract only
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ObjectiveAccurate and timely epilepsy diagnosis is crucial to reduce delayed or unnecessary treatment. While language serves as an indispensable source of information for diagnosing epilepsy, its computational analysis remains relatively unexplored. This study assessed - and compared - the diagnostic value of different language model applications in extracting information and identifying overlooked language patterns from first-visit documentation to improve the early diagnosis of childhood epile...

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