Background Pathologic mutations in cyclin-dependent kinase-like 5 cause CDKL5
deficiency disorder, a genetic syndrome associated with severe epilepsy and cognitive …

Epilepsy is the second most common neurological disease after Alzheimer. It is a disorder of
the brain which results in recurrent seizures. Though the epilepsy in general is considered …

Missing data is a common problem in real-world data sets and it is amongst the most
complex topics in computer science and many other research domains. The common ways …

Objective A realistic seizure diary simulator is currently unavailable for many research
needs, including clinical trial analysis and evaluation of seizure detection and seizure …

Objective To analyze data from Seizure Tracker, a large electronic seizure diary, including
comparison of seizure characteristics among different etiologies, temporal patterns in …

The software implementing our model, with setup instructions and codes replicating the
simulation studies, can be found as online supplement. To request the decryption password …

Objective Seizure clusters are often encountered in people with poorly controlled epilepsy.
Detection of seizure clusters is currently based on simple clinical rules, such as two seizures …

Background The occurrence of epileptic seizures in seemingly random patterns takes a
great toll on persons with epilepsy and their families. Seizure prediction may markedly …

Objective We conducted clinical testing of an automated Bayesian machine learning
algorithm (Epilepsy Seizure Assessment Tool [EpiSAT]) for outpatient seizure risk …

Individual seizure rates are highly volatile, with large fluctuations from month‐to‐month.
Nevertheless, changes in individual mean seizure rates are used to measure whether or not …