Automated detection of interictal epileptiform discharges with few electroencephalographic channels
Alkofer M, Yang C, Ganglberger W, Beal J, Hegde M, Kang J, Yoo J, Gelfand M, Thio L, Kutluay E, Campbell Z, Schmitt S, Gleichgerrcht E, Waterhouse E, Lopez M, Eisenschenk S, Galanti M, Singh R, Wills K, Meulenbrugge E, Dlugos D, Dean B, Halford J, Goldenholz D, Jing J, Thomas R, Westover M. Automated detection of interictal epileptiform discharges with few electroencephalographic channels. Epilepsia 2025 PMID: 40317534, DOI: 10.1111/epi.18431.Peer-Reviewed Original ResearchArea under the receiver operating characteristic curveInterictal epileptiform dischargesMedian AUCEpileptiform dischargesFocal interictal epileptiform dischargesReceiver operating characteristic curveArea under the receiver operating characteristic curve valuesEpilepsy diagnosisDetection of interictal epileptiform dischargesClinically available productsDetecting interictal epileptiform dischargesClinically relevant metricsPatient populationPatientsCharacteristic curveDeep neural networksDiagnosisEpilepsyClinicNeural networkIED detectionElectroencephalographic channelsEEG setupElectroencephalographic samplesAutomated detection
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