Interpretable machine learning models for predicting 90-day death in patients in the intensive care unit with epilepsy

Epilepsy, a neurological illness, impacted the world [1]. The reported lifetime prevalence of active epilepsy is 7.60 per 1000 individuals [2]. In 2019, it was estimated that there were 52.51 million people worldwide living with epilepsy (GBD estimate for 2019). In population studies in high-income nations, epilepsy has a standardized mortality rate of 2–7 times greater than the overall population [3]. In 2016, over 126 000 epilepsy-related deaths and 5.9 million years of life were lost (YLLs) [3].

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Bilateral and synchronous “dents de scie” spikes: a highly specific EEG pattern of young adult Dravet syndrome

Dravet syndrome (DS) is a rare but severe encephalopathy with onset of seizures in a normal infant before the age of one year in a fever context. Infants develop prolonged febrile unilateral, asymmetric or apparently generalized seizures. From the second year of life on, psychomotor delays appear and refractory epilepsy develops, with several seizure types. There is no epileptic spasm, and tonic seizures are infrequent in this syndrome. No characteristic MRI change has been described. Molecular genetic analysis has shown ...

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Generalized onset seizures with focal evolution (GOFE) – a largely unknown ictal variation in genetic generalized epilepsies

The operational seizure classification by the ILAE in 2017 divides seizures into those with focal, generalized, or unknown onset [1]. Correct classification of seizures is the prerequisite to make the correct diagnosis of the epilepsy type. The ILAE defines focal seizures as “originating within networks limited to one hemisphere” whereas generalized seizures “engage bilateral networks from onset” [1]. In genetic generalized epilepsies (GGEs), however, up to one in four myoclonic seizures is asymmetrical [2,3], and at onset, every other generalized ...

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Diffusion Spectrum Imaging Based Semi-Automatic Optic Radiation Tractography for Vision Preservation in SEEG-guided Radiofrequency Thermocoagulation

To assess the efficacy and safety of stereoelectroencephalography (SEEG)-guided radiofrequency thermocoagulation (RFTC), using diffusion spectrum imaging (DSI) tractography to preoperatively delineate the optic radiation (OR) and reduce the risk of visual field defects (VFDs) where the epileptogenic zones (EZs) are located in or close to the eloquent visual areas.

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Normalization and cross-sectional validation of an extended adverse event profile (E AEP) in a large cohort of patients with epilepsy

Anti-seizure medication (ASM) is the first-line symptomatic treatment of epilepsy. Understandingly, patients’ and their caregivers’ primary hope and expectation regarding treatment aim is seizure control. Next in line, however, is the anticipation that seizure control will not be achievable only at the cost of adverse side effects. [1] Although patients might be willing to accept side effects in the prospect of becoming seizure free, this willingness is slight, and it is particularly low with regard to psychiatric and cognitive side ...

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Clinical Letter New-Onset Epilepsy Presenting as Non-Convulsive Status Epilepticus in Mucopolysaccharidosis type II: a case report

Mucopolysaccharidosis type II (MPS II) or Hunter syndrome is an X-linked lysosomal storage disease caused by a deficiency of the enzyme iduronate-2-sulfatase, which leads to the pathological accumulation of glycosaminoglycans in organs and tissues throughout the body, causing progressive multisystemic dysfunction. MPS II occurs predominantly in males and has an estimated prevalence of 1 in 100 000 male live births. The clinical presentation of MPS II is highly variable, and the disease is associated with a broad spectrum of severity.

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Diagnosis and treatment of Status Epilepticus in Down Syndrome (DS): a case report and systematic literature review

Down Syndrome (DS) is the most frequent genetic-based cause of intellectual disability all over the world. DS can be caused by trisomy of chromosome 21 as well as balanced or non-balanced translocation involving the same chromosome [1]. Neurological comorbidities are frequently reported in individuals with DS, among which epilepsy is one of the most reported, accounting for about 26% of all affected individuals [2].

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Peri Ictal Water Drinking with Temporo-Insular onset: A Stereoelectroencephalography (SEEG) case.

Peri-ictal water drinking (PIWD) is the act of drinking water during an electroclinical seizure or up to two-minutes postictally [1,2]. PIWD is uncommon, although it has been reported in both children and adults with epilepsy, particularly with temporal lobe epilepsy (TLE). The current literature on PIWD consists solely of cases recorded with scalp-EEG [2]. PIWD has been associated with a localizing and lateralizing value, over the non-dominant temporal lobe. In this case, an evaluation using stereoelectroencephalography (SEEG) recordings was utilized ...

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Role of magnetoencephalography in predicting the epileptogenic zone and post-operative seizure outcome – A retrospective study

One-third of the patients with focal epilepsy are refractory to medical treatment and require surgical management [1]. Epilepsy surgery, done after meticulous pre-surgical evaluation leads to seizure freedom in about two-thirds of the patients with temporal lobe epilepsy and more than half of the patients with extra temporal lobe epilepsy [2]. Resection of epileptogenic zone (EZ) is the most important predictor of post-operative seizure outcome. Identification of EZ remains to be one of the greatest challenges in epilepsy surgery.

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The promises and pitfalls of seizure phenomenology

Language is demanded by epilepsy, as by poetry, that simply does not exist; and no amount of agility can create it any more than tight-rope walking or dancing can create wings. Language can, however … suggest that greater wordless language within from which mental and spiritual discovery issues. It can suggest truths which are the more certain for being inarticulate. – Margiad Evans, A Ray of Darkness [1](p172)

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