Significance: Using a hybrid (algorithm-human) system for reviewing nocturnal video recordings significantly decreased the workload and provided accurate classification of major motor seizures (tonic-clonic, clonic and focal motor seizures). However, there was low accuracy in identifying seizure types with more discrete or subtle motor phenomena. The hybrid system correctly identified all tonic-clonic and clonic seizures and 82% of focal motor seizures. There was a fair agreement beyond chance in seizure classification between the hybrid system and the gold standard (agreement coefficient: 0.33 95% CI: 0.20-0.47). The algorithm reduced the duration of epochs to be reviewed to 14% of the total recording time (1874 hours). Results: Forty consecutive patients (24 male median age: 15 years) were analysed. We determined the extent of data reduction by using the algorithm, and we evaluated the accuracy of seizure-classification from the hybrid system compared with the gold standard of LTM. Methods: Consecutive patients with nocturnal motor seizures admitted for video-EEG long-term monitoring (LTM) were prospectively recruited. We welcome and value audience feedback as a part of our commitment to health literacy and informed decision-making.Objective: To evaluate the accuracy of a semiautomated classification of nocturnal seizures using a hybrid system consisting of an artificial intelligence-based algorithm, which selects epochs with potential clinical relevance to be reviewed by human experts. We source our material from reputable places such as peer-reviewed journals, academic institutions, research bodies, medical associations, and occasionally, non-profit organizations.
Medindia adheres to strict ethical publishing standards to provide accurate, relevant, and current health content. The antiepileptic drugs causing sleep-related problems are - Antiepileptic Drugs This is because there are many causes and many different kinds of seizures. Epilepsy can affect people in very different ways. These seizures are not caused by a temporary underlying medical condition such as a high fever. Diurnal sedation and somnolence (sleepiness) are common side-effects of AEDs. What Is Epilepsy Epilepsy is a disorder of the brain that causes seizures. Patients prescribed polytherapy are prone to excessive daytime drowsiness. AEDs are capable of altering the sleep architecture and sleep-wake cycle. Many epileptic patientstakeantiepileptic drugs (AEDs) to control their seizures. Partial seizures occur when this electrical activity is confined to a specific area of one cerebral hemisphere of the brain.
Such conditions can be epileptic in nature (i.e. Certain sleep-related disorders can get misdiagnosed as sleep paralysis which may require medical attention. Sleep paralysis is a harmless condition, but it is associated with some medical conditions such as seizure disorders, mental health, narcolepsy and hypertension. It normally persists for 10 minutes or may extent up to half an hour. Our program was one of the nations first, and has evolved into one of the most active and advanced in the world.Yale is internationally recognized as a leader in innovative. Sleep paralysis is a temporary paralysis of the body which occurs immediately after waking up and just after sleep the person feels conscious but is unable to move. Internationally known for clinical excellence and cutting-edge research, we provide promising treatment options for adult and pediatric patients. Epilepsy disturbs the normal sleeping pattern, and improper sleep aggravates epilepsy. Certain antiepileptic medications can disturb normal sleep and cause daytime drowsiness. Insufficient sleep can lead to seizures and epileptiform discharges. Inadequate sleep is an important cause for seizures in epileptic individuals.
It results in poor quality of sleep which makes a person tired throughout the day and also leads to daytime sleepiness.
Sleep apnea is a long-term disorder that disrupts the normal sleeping pattern. Sleep apnea is a common problem in which an individual experiences one or more pauses in breathing or shallow breaths during sleep. Seizures and sleep disorders affect each other drastically therefore, they both should be properly balanced. Epilepsy treatment includes the following options -Įpilepsy and sleep disorders go hand in hand.
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