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
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