RECRUITING

Artificial Intelligence-based Video Analysis to Detect Infantile Spasms

Study Overview

This clinical trial focuses on testing the efficacy of different digital interventions to promote re-engagement in cancer-related long-term follow-up care for adolescent and young adult (AYA) survivors of childhood cancer.

Description

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.

Official Title

A Machine Learning Approach to Infantile Spasms Recognition in Video Recordings

Quick Facts

Study Start:2024-08-26
Study Completion:2026-05
Study Type:Not specified
Phase:Not Applicable
Enrollment:Not specified
Status:RECRUITING

Study ID

NCT06315829

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Ages Eligible for Study:Not specified to 2 Years
Sexes Eligible for Study:ALL
Accepts Healthy Volunteers:No
Standard Ages:CHILD
Inclusion CriteriaExclusion Criteria
  1. * Participant age less than 24 months
  2. * 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
  3. * Participant evaluated by a pediatric neurologist during the outpatient or inpatient visit at Johns Hopkins Hospital
  4. * At least one video recording of the spell of abnormal movement produced by the parent/guardian available for provider review
  1. * Poor video recording quality
  2. * Entire patient is not in frame

Contacts and Locations

Study Contact

Glenn Rivera, MD
CONTACT
410-955-4259
griver14@jh.edu

Principal Investigator

Eric Kossoff, MD
PRINCIPAL_INVESTIGATOR
Johns Hopkins Neurology
Rama Chellappa, PhD
PRINCIPAL_INVESTIGATOR
Johns Hopkins Biomedical Engineering

Study Locations (Sites)

Johns Hopkins Hospital
Baltimore, Maryland, 21287
United States

Collaborators and Investigators

Sponsor: Johns Hopkins University

  • Eric Kossoff, MD, PRINCIPAL_INVESTIGATOR, Johns Hopkins Neurology
  • Rama Chellappa, PhD, PRINCIPAL_INVESTIGATOR, Johns Hopkins Biomedical Engineering

Study Record Dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Registration Dates

Study Start Date2024-08-26
Study Completion Date2026-05

Study Record Updates

Study Start Date2024-08-26
Study Completion Date2026-05

Terms related to this study

Keywords Provided by Researchers

  • Seizure
  • Epilepsy
  • Infantile Spasm
  • Epileptic Spasm
  • West Syndrome
  • Hypsarrhythmia
  • Artificial Intelligence
  • Video Analysis
  • Computer Vision
  • Machine Learning

Additional Relevant MeSH Terms

  • Infantile Spasms