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].
Source: Seizure: European Journal of Epilepsy - Category: Neurology Authors: Source Type: research