Nonconvulsive epileptic seizure monitoring with incremental learning
نویسندگان
چکیده
منابع مشابه
Epileptic Seizure Monitoring by Using Multivariate Statistical Process Control
Although refractory epileptic patients suffer from uncontrolled seizures, their quality of life (QoL) may be improved if the seizure can be predicted in advance. In the preictal period, the excessive neuronal activity of epilepsy affects the autonomic nervous system. Since the fluctuation of the R-R interval (RRI) of an electrocardiogram (ECG), called heart rate variability (HRV), reflects the ...
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Patient-specific algorithms to detect adverse clinical events during long-term physiological monitoring substantially improve performance relative to patient-nonspecific ones. However, these algorithms often rely on the availability of expert hand-labeled data for training, which severely restricts the scalability of personalized monitoring within a real-world setting. While active learning off...
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Hypothyroidism is a prevalent condition in the general population that is treatable with appropriately dosed thyroid hormone replacement medication. Infrequently, patients will present with myxedema coma, characterized by hypothermia, hypotension, bradycardia, and altered mental status in the setting of severe hypothyroidism. Myxedema coma has also been known to manifest in a number of unusual ...
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PURPOSE The aim of this study was to assess how frequently prodromes occur in an adult patient group from a tertiary referral epilepsy centre and to investigate the EEG changes during the prodromes. METHODS 578 consecutive patients were interviewed on subjective phenomena, experiences heralding the seizures, for at least 30min before the start of the seizure. EEGs were recorded during the pro...
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ژورنال
عنوان ژورنال: Computers in Biology and Medicine
سال: 2019
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2019.103434