- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT03770832
Wearable Sensors and Video Recordings to Monitor Motor Development
January 30, 2024 updated by: Arun Jayaraman, PT, PhD, Shirley Ryan AbilityLab
Wearable Sensors and Video Recording for Children (Birth to 24 Months) to Monitor Motor Development
The objective of this study is to develop an automated, precise, quantitative assay for detecting atypical motor behavior and development in infants using data from wearable sensors and video recordings.
Study Overview
Status
Recruiting
Study Type
Observational
Enrollment (Estimated)
150
Contacts and Locations
This section provides the contact details for those conducting the study, and information on where this study is being conducted.
Study Contact
- Name: Megan O'Brien, PhD
- Phone Number: 312-238-2289
- Email: mobrien02@sralab.org
Study Contact Backup
- Name: Imani Mann
- Phone Number: 312-238-8221
- Email: imann@sralab.org
Study Locations
-
-
Illinois
-
Chicago, Illinois, United States, 60611
- Recruiting
- Shirley Ryan AbilityLab
-
Chicago, Illinois, United States, 60612
- Recruiting
- University of Illinois at Chicago
-
-
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.
Eligibility Criteria
Ages Eligible for Study
1 second to 2 years (Child)
Accepts Healthy Volunteers
No
Sampling Method
Non-Probability Sample
Study Population
Individuals at high risk of developing motor delays <24 months of age along with infants at low risk of developing motor delays.
Description
Inclusion Criteria:
- Individuals identified as potentially at risk of abnormal motor development due to a risk factor (for example, prematurity, neonatal hypoxic ischemic encephalopathy, or neonatal stroke) OR control individuals for whom normal motor development is expected.
- Age: < 24 months of age
- Legal guardian able and willing to give written consent and comply with study procedures.
- In case of multiple pregnancies, only one child selected at random will participate in the research activities. Study staff will have no influence over the selection, besides any known medical condition automatically excluding the baby as listed in our exclusion criteria.
Exclusion Criteria:
- Any open wound or skin breakdown on the limbs or upper torso.
- Missing or incomplete limbs (such as from amputation or congenital limb defects)
- Legal guardian unable to give written consent and comply with study procedures.
Study Plan
This section provides details of the study plan, including how the study is designed and what the study is measuring.
How is the study designed?
Design Details
Cohorts and Interventions
Group / Cohort |
---|
Infants at Risk for Atypical Motor Development (high-risk)
|
Infants Expected to Have Typical Motor Development (low-risk)
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Three month clinical score estimation
Time Frame: 3 months
|
Error between true clinical test scores and scores estimated from sensor and video data, assessed at the 3 month time-point.
|
3 months
|
Six month clinical score estimation
Time Frame: 6 months
|
Error between true clinical test scores and scores estimated from sensor and video data, assessed at 6 month time-point.
|
6 months
|
Prediction of neuromotor outcome using sensor and video data from 3 month time-point
Time Frame: 3 months
|
Sensitivity and specificity of algorithm (trained on sensor and video data from the 3 month time-point) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2])
|
3 months
|
Prediction of neuromotor outcome using sensor and video data from 6 month time-point
Time Frame: 6 months
|
Sensitivity and specificity of algorithm (trained on sensor and video data from the 6 month time-point) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2])
|
6 months
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Prediction of neuromotor outcome using General Movements Assessment (GMA) scores
Time Frame: 1-2 weeks, 1 month, 3 months
|
Sensitivity and specificity of GMA scores (taken at 1-2 weeks, 1 month, 3 months) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2]).
The GMA is an observational exam where an infant's spontaneous movements are scored as atypical or normal for their age.
|
1-2 weeks, 1 month, 3 months
|
Prediction of neuromotor outcome using Alberta Infant Motor Scale (AIMS) scores
Time Frame: 6 months, 9 months, 1 year
|
Sensitivity and specificity of AIMS scores (taken at 6 months, 9 months, 1 year) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2]).
The AIMS is a norm-referenced observational assessment with a minimum score of 0 and a maximum score of 58.
Higher scores indicate better motor performance on the assessment.
|
6 months, 9 months, 1 year
|
Prediction of neuromotor outcome using Hammersmith Infant Neurological Examination (HINE) scores
Time Frame: 6 months, 9 months, 1 year
|
Sensitivity and specificity of HINE scores (taken at 6 months, 9 months, 1 year) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2]).
The HINE is a neurological exam with a minimum score of 0 and a maximum score of 78.
Higher scores indicate better performance on the assessment.
|
6 months, 9 months, 1 year
|
Prediction of neuromotor outcome using Test of Infant Motor Performance (TIMP) scores
Time Frame: 1-2 weeks, 1 month, 3 months
|
Sensitivity and specificity of TIMP scores (taken at 1-2 weeks, 1 month, 3 months) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2]).
|
1-2 weeks, 1 month, 3 months
|
Clinical score estimation
Time Frame: 1-2 weeks, 1 month, 9 months, 1 year, 2 years
|
Error between true clinical test scores and scores estimated from sensor and video data, assessed at each remaining time-point.
|
1-2 weeks, 1 month, 9 months, 1 year, 2 years
|
Prediction of neuromotor outcome at 2 years using sensor and video data from the remaining time-points
Time Frame: 1-2 weeks, 1 month, 9 months, 1 year, 2 years
|
Sensitivity and specificity of algorithm (trained on sensor and video data from the remaining time-points) to predict neuromotor outcome at 2 years (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2])
|
1-2 weeks, 1 month, 9 months, 1 year, 2 years
|
Other Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Prediction of neuromotor outcome using NICU Network Neurobehavioral Scale (NNNS) scores
Time Frame: 1 month
|
Sensitivity and specificity of NNNS scores (taken at 1 month) to predict neuromotor outcome at final study visit (as measured by the Peabody Developmental Motor Scales, second edition [PDMS-2])
|
1 month
|
Collaborators and Investigators
This is where you will find people and organizations involved with this study.
Sponsor
Collaborators
Investigators
- Principal Investigator: Arun Jayaraman, PT, PhD, Shirley Ryan AbilityLab
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 Major Dates
Study Start (Actual)
March 29, 2019
Primary Completion (Estimated)
December 1, 2026
Study Completion (Estimated)
December 1, 2026
Study Registration Dates
First Submitted
December 6, 2018
First Submitted That Met QC Criteria
December 7, 2018
First Posted (Actual)
December 10, 2018
Study Record Updates
Last Update Posted (Actual)
January 31, 2024
Last Update Submitted That Met QC Criteria
January 30, 2024
Last Verified
January 1, 2024
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
- SX04202018
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
No
Studies a U.S. FDA-regulated device product
No
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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