Visual seizure annotation and automated seizure detection using behind‐the‐ear electroencephalographic channels
نویسندگان
چکیده
منابع مشابه
Topological Seizure Detection in Single-Trial Electroencephalographic Signals
Persistent homology is a novel multi-scale topological method that is gaining popularity in data analysis. It has proven effective in revealing nonlinear patterns of high-dimensional imaging data that are otherwise undetected by existing mono-scale techniques. Among several descriptors of persistent homology, the recently proposed PL possess many desirable properties for rigorous statistical in...
متن کاملAdvances in automated neonatal seizure detection
This chapter highlights the current approaches in automated neonatal seizure detection and in particular focuses on classifier based methods. Automated detection of neonatal seizures has the potential to greatly improve the outcome of patients in the neonatal intensive care unit. The electroencephalogram (EEG) is the only signal on which 100% of electrographic seizures are visible and thus is c...
متن کاملAutomated seizure detection: unrecognized challenges, unexpected insights.
One of epileptology's fundamental aims is the formulation of a universal, internally consistent seizure definition. To assess this aim's feasibility three signal analysis methods were applied to a seizure time series and performance comparisons were undertaken among them and with respect to a validated algorithm. One of the methods uses a Fisher's matrix weighted measure of the rate of paramete...
متن کاملAutomated seizure detection systems and their effectiveness for each type of seizure
Epilepsy affects almost 1% of the population and most of the approximately 20-30% of patients with refractory epilepsy have one or more seizures per month. Seizure detection devices allow an objective assessment of seizure frequency and a treatment tailored to the individual patient. A rapid recognition and treatment of seizures through closed-loop systems could potentially decrease morbidity a...
متن کاملAutomatic Seizure Detection using Inter Quartile Range
The statistical properties of seizure EEG are found to be different from that of the normal EEG. This paper ascertains the efficacy of inter quartile range (IQR), a median based measure of statistical dispersion, as a discriminating feature that can be used for the classification of EEG signals into normal, interictal and ictal classes. IQR along with variance and entropy are calculated for eac...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Epilepsia
سال: 2020
ISSN: 0013-9580,1528-1167
DOI: 10.1111/epi.16470