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NCT04074772 · ClinicalTrials.gov registry record
Leveraging Machine Learning to Effortlessly Track Patient Movement in the Clinic.
A clinical trial, sponsored by University of Colorado, Denver.
- Completed
- Registry status
- 25
- Enrollment target
NCT04074772: Completed study, sponsored by University of Colorado, Denver.
NCT04074772 is a clinical trial that has completed, run by University of Colorado, Denver. The registered enrollment target is 25 participants. According to ClinicalTrials.gov, the official US trial registry.
The verdict
NCT04074772 has completed, sponsored by University of Colorado, Denver.
- COMPLETED
- Registry status
- 25 participants
- Enrollment target
Study Summary
The objective of this study is the development of a system that will allow for the precise measurement of movement kinematics in a clinical exam setting using natural video from three cameras and machine learning to track points of interest. The investigators aim to implement such system in an unobtrusive and simply-incorporated way into the physical exam to provide exact, objective measures to detect patient movement abnormalities in ways not feasible with current tracking technologies.
Primary Outcome
If the neural network can generalize to different patients and contexts with accurate tracking, such that it can track all 12 points of interest with \>99% accuracy in \>95% of frames of novel video data, the investigators will consider this outcome a success.
Trial Details
| Field | Value |
|---|---|
| Enrollment Target | 25 participants |
| Start Date | 2020-12-07 |
| Est. Completion | 2021-10-01 |
What the finished NCT04074772 record still lists
NCT04074772 is an observational study that tracks outcomes without assigning an intervention. The registry caps enrollment at 25 participants, a relatively small participant target.
The record links to 0 conditions, and to 0 interventions.
NCT04074772 does not publish any study locations in the registry export this page uses.
Frequently Asked Questions
What is clinical trial NCT04074772 about?
NCT04074772 is a clinical study titled "Leveraging Machine Learning to Effortlessly Track Patient Movement in the Clinic.". The objective of this study is the development of a system that will allow for the precise measurement of movement kinematics in a clinical exam setting using natural video from three cameras and machine learning to track points of interest. The investigators aim to implement such system in an unobt...
What is the current status of trial NCT04074772?
This trial is currently completed. The enrollment target is 25 participants. The study started on 2020-12-07. Estimated completion is 2021-10-01.
Who is sponsoring clinical trial NCT04074772?
This trial is sponsored by University of Colorado, Denver, which has 1,283 total clinical trials registered on ClinicalTrials.gov.
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