Real-Time Patient Interaction With an Epilepsy Monitor Enhances Seizure Detection

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Researchers evaluated a conversational SI interface that enabled 13 epilepsy monitoring unit patients to interact with EEG data in real time over several days.
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Patients and the SI exchanged more than 1,300 messages, and the system provided accurate, relevant responses to more than 92% of patient questions.
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Participants responded to more than 67% of real-time seizure detections, classifying events as true, false, or uncertain.
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Patient feedback helped refine the seizure-detection model and reduced its false-alarm rate by approximately 80% during the study.
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The study was small and conducted in a hospital, and researchers are planning larger studies of outpatient use.

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