Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG using an anomaly-detecting generative adversarial network
Sungmin You, Baek Hwan Cho, Soonhyun Yook, Joo Young Kim, Young‐Min Shon, Dae‐Won Seo, In Young Kim
Topics & Concepts
ElectroencephalographyIctalComputer scienceEpilepsyArtificial intelligencePattern recognition (psychology)False alarmReceiver operating characteristicAnomaly detectionConstant false alarm rateEpileptic seizureGold standard (test)Speech recognitionMachine learningPsychologyNeuroscienceMedicineInternal medicineEEG and Brain-Computer InterfacesAnomaly Detection Techniques and ApplicationsEpilepsy research and treatment