automatic time-frequency seizure detection
A review of developments of EEG based automatic medical support systems for epilepsy diagnosis and seizure detection
... in frequency domain ...in time domain is revealed by means of fre- quency ...of frequency analysis is that by means of Fourier analysis, the ob- tained signals is its total spectrum and it cannot be ...
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Automatic Epileptic Seizure Detection Using Scalp EEG and Advanced Artificial Intelligence Techniques
... include frequency representations, via Fourier transform, [19–22] and wavelet transform ...of frequency-related parameters is that they are less susceptible to signal quality variations, due to electrode ...
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Automatic seizure detection based on the combination of newborn multi-channel EEG and HRV information
... the time and frequency ...in automatic detections/classifi- cations is known to negatively affect the performance; unless a feature selection process is performed prior to ...the seizure ...
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MSBE Analysis with Frequency Spectra for Automated Identification of Epileptic Seizure
... Time & Frequency analysis -Ali Shahidi Zandi et ...combined seizure index (CSI) is used as feature for detection of seizure and CSI is based on both rhythmicity and relative energy ...
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Analysis for Automatic Detection of Epileptic Seizure from EEG signals
... Method: a patient-specific classifier that uses five features extracted from the time and frequency domains. The features used for each epoch and for each EEG channel are: average wave amplitude, average ...
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Improving the nurse response to seizures in the epilepsy monitoring unit with help of EEG based automatic seizure detection
... the time and frequency ...especially seizure patterns with a moderate irregular structure, high frequency variations, abrupt phase changes, and distortions by muscle or electrode ...
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Automatic seizure detection using three-dimensional CNN based on multi-channel EEG
... of seizure detection includes distinguishing different stages of seizures, which are generally divided into inter-ictal, pre-ictal and ictal periods ...the seizure detection procedure is ...
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Time–frequency texture descriptors of EEG signals for efficient detection of epileptic seizure
... epileptic seizure patterns in the t– f ...for automatic detection of epileptic seizures using combined Hilbert–Huang transform and support vector machine (SVM) on the t–f ...
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Time-Frequency Analysis of Heart Rate Variability for Neonatal Seizure Detection
... of automatic techniques available for detecting epileptic seizures using solely electroencephalogram (EEG), which has been the primary diagnosis tool in ...in automatic seizure ...to seizure ...
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Automatic Seizure Detection using Inter Quartile Range
... the time – frequency analysis method [17] reported results at par with the proposed ...different time frequency distributions in addition to Short Time Fourier transform (STFT), to ...
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Interictal cytokine levels were correlated to seizure severity of epileptic patients: a retrospective study on 1218 epileptic patients
... and seizure severity, concentrations of CSF IL-6, IFNγ, IFNλ3 and IL-17a were tested on 150 patients selected from our different epileptic groups, respectively (50 of which were with TLE, XLE and IGE, ...
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Power Theft Detection and Automatic Elimination
... A current sensor is used alongside to measure and compare the total incoming current into a zone with the sum total of the individual current consumed by the consumers. When there is an electricity theft in any part of ...
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Accuracy of seizure semiology obtained from first-time seizure witnesses
... first-time seizure wit- nesses were able to identify the vocalization in the ...a seizure had occurred, and because observations of more subtle features like autom- atisms, lip movements or staring ...
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Epileptic Seizure Prediction Based On Features Extracted Using Wavelet Decomposition And Linear Prediction Filter
... pulse detection and interpretation to both diagnose and treat ...Fast detection of epileptic seizures means that it is enough time before it actually happens because a medication will prevent an ...
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Antiepileptic drug utilization in Bangladesh: experience from Dhaka Medical College Hospital
... were seizure free on a particular AED regimen at the end of the follow-up period (at least 2 years after the last drug ...added). Seizure frequency was recorded as number of seizure events per ...
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Risk Factors of Poorly Controlled Childhood Epilepsy - A Study in A Tertiary Care Hospital
... more seizure per month over a period of six months or more and who had experienced trials of at least two different antiepileptic drugs at optimum doses alone or in combination with adequate compliance) at the end ...
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Deconstructing tolerance with clobazamPost hoc analyses from an open-label extension study
... of seizure control while minimizing the influence of confound- ing ...of seizure control (increasing drop seizures) and increasing dosages on the basis of responder ...baseline seizure fre- quency; ...
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AUTOMATIC RECOGNITION OF TRAFFIC SIGNS USING FANN AND OPEN CV
... sign detection and recognition is an important part of an advanced driver assistance ...their detection and ...effective detection and recognition of traffic ...
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Electrocardiogram based neonatal seizure detection
... a frequency-based method that assumes the dominant characteristic of neonatal seizures is pe- riodicity and was also the basis of the methods used by Liu [8] and Altenburg ...(FFT)-based frequency spectrum ...
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Automatic Target Recognition Using Jet Engine Modulation and Time-Frequency Transform
... The rotation of blades in a jet produces engine modulation (JEM) [2]. Each fighter jet is equipped with a unique engine that provides a distinct JEM signature that can used for ATR. In this paper, by using the ...
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