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
Neuro-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