Mobile Video Education and Machine Learning-Based Risk Prediction in Neonatal Seizure Management
This mixed-methods study will develop a machine learning-based model to identify infants at high risk of seizure recurrence after discharge from the neonatal intensive care unit. Based on qualitative interviews with mothers, a mobile video-supported education program will be developed. In the randomized controlled phase, mothers of high-risk infants will be assigned to intervention and control groups to evaluate the effect of the education on knowledge and anxiety levels during follow-up.
The infant is classified as high risk according to the machine learning-based ri... [+7]
The infant is transferred to another center before completion of the study proce... [+6]