eSeiz: An Edge-Device for Accurate Seizure Detection for Smart Healthcare
Abu Sayeed, Mohanty S, Kougianos E, Zaveri H. eSeiz: An Edge-Device for Accurate Seizure Detection for Smart Healthcare. IEEE Transactions On Consumer Electronics 2019, 65: 379-387. DOI: 10.1109/tce.2019.2920068.Peer-Reviewed Original ResearchVoltage level detectorEnergy efficient devicesImplantable solutionsAccurate seizure detectionEfficient devicesSystem level simulationsSeizure detectorPower consumptionNumber of pulsesLevel detectorReal-time detectionSeizure detection systemMinimal circuitrySensor modalitiesRejection algorithmFalse detectionSeizure detectionDetection systemDetectorPulsesSignalsThreshold valueSimulationsDevicesElectroencephalography (EEG) signalsNeuro-Detect: A Machine Learning-Based Fast and Accurate Seizure Detection System in the IoMT
Abu Sayeed, Mohanty S, Kougianos E, Zaveri H. Neuro-Detect: A Machine Learning-Based Fast and Accurate Seizure Detection System in the IoMT. IEEE Transactions On Consumer Electronics 2019, 65: 359-368. DOI: 10.1109/tce.2019.2917895.Peer-Reviewed Original ResearchDiscrete wavelet transformSeizure detection systemDeep neural network classifierDetection systemNeural network classifierIoT frameworkSmart healthcareThings (IoT) frameworkHjorth parametersMachine learningNetwork classifierReal-time detectionWavelet transformStatistical featuresLoop approachSeizure detectionClassifierEEG signalsEEG dataIoMTFrameworkInternetHardwareMachineSecond stage