2020
iDDS: An Edge-Device in IoMT for Automatic Seizure Control using On-Time Drug Delivery
Abu Sayeed, Mohanty S, Kougianos E, Zaveri H. iDDS: An Edge-Device in IoMT for Automatic Seizure Control using On-Time Drug Delivery. 2020, 00: 1-6. DOI: 10.1109/icce46568.2020.9043143.Peer-Reviewed Original ResearchDeep neural network classifierNeural network classifierStatistical feature extractionUnique piezoelectricSeizure detectionImplantable solutionsEdge devicesMedical ThingsAutomatic seizure detectionDrug delivery systemsNetwork classifierFeature extractionAverage latencyPiezoelectricReal timeDetection unitDrug delivery unitsGood drug controlDrug deliveryDelivery systemSimulinkMicropumpIoMTThinkspeakInternet
2019
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 stageAn IoT-based Drug Delivery System for Refractory Epilepsy
Abu Sayeed, Mohanty S, Kougianos E, Zaveri H. An IoT-based Drug Delivery System for Refractory Epilepsy. 2019, 00: 1-4. DOI: 10.1109/icce.2019.8661979.Peer-Reviewed Original Research
2018
A Robust and Fast Seizure Detector for IoT Edge
Abu Sayeed, Mohanty S, Kougianos E, Yanambaka V, Zaveri H. A Robust and Fast Seizure Detector for IoT Edge. 2018, 00: 156-160. DOI: 10.1109/ises.2018.00042.Peer-Reviewed Original ResearchInternet of ThingsRemote health monitoringSeizure detection frameworkNaive Bayes classifierStatistical feature extractionDiscrete wavelet transformIoT edgeDetection frameworkShelf microcontrollersFeature extractionHealthcare activitiesBayes classifierClassification accuracyWavelet transformSeizure detectionHealth monitoringExperimental resultsUnified system