Mobile Video Education and Machine Learning-Based Risk Prediction in Neonatal Seizure Management

Starting soon · Not applicable

Conditions studied: Seizure Recurrence

In brief

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.

Key facts

Study ID

NCT07695623

Run by

Istanbul Saglik Bilimleri University

People needed

60

Starts

2026-07-04

Expected to finish

2028-12-31

Last updated by the study team

2026-07-10

Who can join

Age: 18 and older. Sex: female. Healthy volunteers: not accepted.

You may qualify if…

• The infant is classified as high risk according to the machine learning-based risk prediction model developed in the first phase of the study.
• The infant is planned to be discharged home from the Neonatal Intensive Care Unit of Başakşehir Çam and Sakura City Hospital.
• The mother is 18 years of age or older.
• The mother is the primary caregiver responsible for the infant's care.
• The mother is able to read, write, and communicate in Turkish.
• The mother has access to a smartphone and active internet connection, either mobile data or Wi-Fi.
• The mother is able to use a smartphone and basic communication applications such as WhatsApp.
• The mother voluntarily agrees to participate in the study and signs the informed consent form.

You may not qualify if…

• The infant is transferred to another center before completion of the study process or during the discharge period.
• The infant dies during the study period.
• The mother has a diagnosed cognitive or psychiatric condition that may prevent her from understanding the educational materials or managing the study process.
• The mother has a visual or hearing impairment that may prevent her from following the video content.
• Significant connection problems occur during the qualitative interview process that prevent completion of the interview.
• The mother is unable to access or complete the mobile video education within the first 72 hours after discharge due to technical reasons.
• The mother wishes to withdraw from the study at any stage.

Full record on ClinicalTrials.gov

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