Login / Signup

Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts.

Mustafa Aykut KuralJin JingFranz FürbassHannes PerkoErisela QeramaBirger JohnsenSteffen FuchsM Brandon WestoverSándor Beniczky
Published in: Epilepsia (2022)
The hybrid approach, where human raters apply the operational IED criteria to automated detections of AI-based algorithms, has high specificity, good sensitivity, and overall accuracy similar to conventional EEG reading, with a significantly lower time-burden. The hybrid approach is accurate and suitable for clinical implementation.
Keyphrases