NCT06315829Completed
Artificial Intelligence-based Video Analysis to Detect Infantile Spasms
A Machine Learning Approach to Infantile Spasms Recognition in Video Recordings
Source: ClinicalTrials.gov · Last updated 7 May 2026
Brief summary (registry, in English)
Infantile spasms are a type of seizure linked to developmental issues. Unfortunately, they are often misdiagnosed, causing delays in treatment. The purpose of this study is to develop a computer program that can reliably differentiate infantile spasms from similar, yet benign movements in videos. This computer program will learn from videos taken by parents of study participants. Quickly recognizing and treating infantile spasms is crucial for ensuring the best developmental outcomes.
- Status (registry)
- Completed
- Study type
- Observational
- Enrollment
- 61 (actual)
- First submitted
- 11 Mar 2024
- Start date
- 26 Aug 2024
- Primary completion date
- 6 May 2026
- Lead sponsor
- Johns Hopkins University
- Diseases
- Epilepsy
- NCT number
- NCT06315829
What you commit to
- Study type: Observational
- Participants enrolled: 61
- From 26 Aug 2024 to the primary completion date, 6 May 2026
- 1 site in 1 country
- Visits and tests: ask the trial team, the registry does not list them
Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.
Who cannot take part
Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.
Other
- Poor video recording quality
- Entire patient is not in frame
Who the study is looking for
- Participant age less than 24 months
- Participant evaluated in the Johns Hopkins Outpatient Center, Johns Hopkins Pediatric Emergency Department or Johns Hopkins Inpatient Units due to spells of abnormal movement or seizure
- Participant evaluated by a pediatric neurologist during the outpatient or inpatient visit at Johns Hopkins Hospital
- At least one video recording of the spell of abnormal movement produced by the parent/guardian available for provider review
Age in the registry: - to 2 years · Sex: All · Does not accept healthy volunteers
Sites (1)
Sites in registry order. Pick your city on the disease page to sort them by distance.
| Site | City | Country | Site status |
|---|---|---|---|
| Johns Hopkins Hospital Coordinator of this site? Confirm its status | Baltimore | United States | Unknown status |
This page is information, not medical advice. Discuss any trial with your doctor.