Machine Learning and 3D Image-based Modeling for Body Weight Estimation.

Trial statusNot yet recruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorFlorida Atlantic University

About this trial

The goal of this randomized controlled clinical trial is to \[learn about, test, compare etc.\] in critically ill or injured cohorts of patients presenting to the Emergency Department. The main question\[s\] it aims to answer are:

* Are weight estimates from a 3D camera system more accurate than standard methods of weight estimation? * Do patients who receive weight estimates with a 3D camera system have fewer drug dosing errors than patients receiving standard care?

Participants will either receive a weight estimate using a 3D camera system, or standard methods of care.

Researchers will compare the 3D camera group to those with standard care to see if the weight estimates are more accurate, to see if drug dosing is more accurate, and to compare the incidence of adverse events related to medications in each group.

Eligibility criteria

Qualifiers

None

Disqualifiers

Patients who are unable to provide consent.

Patients whose medical treatment could be negatively impacted by participation in the study.

Trial design

Treatments tested in this trial

  • Weight estimation using 3D camera
  • Standard care weight estimation

Treatment groups

320 Participants
are divided into 2 treatment groups

Locations

This trial has no locations

Sponsors and collaborators