A5093020657- Epilepsy research and treatment
- Neonatal and fetal brain pathology
- Pharmacological Effects and Toxicity Studies
- Machine Learning in Healthcare
- Topic Modeling
Boston Children's Hospital
2023-2025
Harvard University
2023-2025
Optimal acute treatment is crucial in pediatric convulsive status epilepticus (CSE). However, data on the benefits of seizure action plans (SAPs) and algorithm implementation relation to process outcome measures CSE are scarce. Our study examines adherence benzodiazepine (BZD)-responsive BZD-resistant groups specifically focuses relationship with personalized SAPs. We performed a prospective observational cohort evaluating patient care processes outcomes young patients lasting ≥5 minutes,...
Abstract Objective Pediatric status epilepticus is one of the most frequent pediatric emergencies, with high mortality and morbidity. Utilizing electronic health records (EHRs) permits analysis care approaches disease outcomes at a lower cost than prospective research. However, reviewing EHR manually time intensive. We aimed to compare refractory (rSE) cases identified by human review natural language processing (NLP)‐assisted rSE screen followed manual review. Methods used NLP screening...