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Artificial Intelligence-based Video Analysis to Detect Infantile Spasms | Clinical Trials | Clareo Health

RECRUITING

Artificial Intelligence-based Video Analysis to Detect Infantile Spasms

A Machine Learning Approach to Infantile Spasms Recognition in Video Recordings

NCT06315829•Johns Hopkins University

Summary

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.

Eligibility

Age

0 - 2 years

Sex

ALL

Healthy Volunteers

Inclusion Criteria

•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

Exclusion Criteria

•Poor video recording quality
•Entire patient is not in frame

Locations (1)

Johns Hopkins Hospital

Baltimore, Maryland, United States

Key Dates

Start Date

August 26, 2024

Primary Completion Date

May 1, 2026

Completion Date

May 1, 2026

Last Updated

August 19, 2025

Enrollment

200

ESTIMATED participants

Conditions

Infantile Spasms

Interventions

Spasm Vision

DEVICE

Contacts

Glenn Rivera, MD

CONTACT

410-955-4259 griver14@jh.edu

A Study of Orally Administered JBPOS0101 in Refractory Infantile Spasms Patients

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COMPLETEDPHASE2

A Randomized, Controlled Trial of Ganaxolone in Patients With Infantile Spasms

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COMPLETEDPHASE3

Addition of Pyridoxine to Prednisolone in Infantile Spasms

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Data Source & Attribution

This clinical trial information is sourced from ClinicalTrials.gov, a service of the U.S. National Institutes of Health.

ClinicalTrials.gov last update: August 19, 2025Data synced to Clareo: March 29, 2026

Modifications: This data has been reformatted for display purposes. Eligibility criteria have been parsed into inclusion/exclusion sections. Location data has been geocoded to enable distance-based search. For the authoritative and most current information, please visit ClinicalTrials.gov.

Neither the United States Government nor Clareo Health make any warranties regarding the data. Check ClinicalTrials.gov frequently for updates.

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Artificial Intelligence-based Video Analysis to Detect Infantile Spasms

Inclusion Criteria

Exclusion Criteria

A Study of Orally Administered JBPOS0101 in Refractory Infantile Spasms Patients

A Randomized, Controlled Trial of Ganaxolone in Patients With Infantile Spasms

Addition of Pyridoxine to Prednisolone in Infantile Spasms

Molecular Genetics in Infantile Spasms

Sabril Patient Registry

Prednisolone in Infantile Spasms- High Dose Versus Usual Dose