Therefore, 111 seizures (\(\approx 3660\) h) were used in the training phase, and 98 (\(\approx 1460\) h) were applied in the testing phase. Training The data samples were labeled into two classes: preictal (class 1) and interictal (class 0). Regarding the preictal category, ...
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There are many indications for EEG testing, but the most common reason that an EEG is obtained is to assist in the diagnosis of seizures and epilepsy. Although the patient's history is still the cornerstone of the diagnostic process, in some cases the results of the EEG can make an equal...
Seizures during video-game play and other common leisure pursuits in known epilepsy patients without visual sensitivity Furthermore, we exposed a large population (212 patients) mostly with severe epilepsy, mainly drug reduced and some sleep deprived, to prolonged video ... CJ Millett,DR Fish,PJ ...
README EEG-Datasets A list of all public EEG-datasets. This list of EEG-resources is not exhaustive. If you find something new, or have explored any unfiltered link in depth, please update the repository. Releases No releases published ...
An electroencephalogram (EEG) is a noninvasive test that records electrical patterns in your brain. The test is used to help diagnose conditions such as seizures, epilepsy, head injuries, dizziness, headaches, brain tumors and sleeping problems. It can also be used to confirm brain death....
The detection of seizures in newborn babies is a clinically important task, which has motivated a large body of work in the area of developing and testing automated seizure detection algorithms to support clinical decision making. The presence of seizures in the neonatal period is associated with ...
A separate model was run for each frequency-region combination. Covariates included age, autism diagnosis group (ASD vs NT), and sex. We also sequentially tested for interactions between these covariates, first testing for 3-way interactions (age × sex × group) in each model; these were ...
Table 4. The results of event-based evaluation on CHB-MIT dataset. CaseDuration of test set (h)Number of testing seizuresNumber of true detectionsSensitivity (%)FDR (/h)Latency (s) Chb01 39.91 6 6 100.00 0.13 17.83 Chb02 33.27 1 1 100.00 0.00 38.00 Chb03 35.00 4 4 100.00 0.17 15.25...
However, fMRI during typical childhood absence seizures with confirmed impaired consciousness has not been previously investigated.Methods: We performed EEG-fMRI with simultaneous behavioral testing in 37 children with typical childhood absence epilepsy (CAE). Attentional vigilance was evaluated by a ...