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NCT05127265 · ClinicalTrials.gov registry record
Pervasive Sensing and AI in Intelligent ICU
A clinical trial of Pain and Critical Illness, sponsored by University of Florida.
- Recruiting
- Registry status
- 400
- Enrollment target
- 1
- Study location
NCT05127265 is a study of Pain and Critical Illness that is actively recruiting participants, run by University of Florida. The registered enrollment target is 400 participants, above the 303-participant average among 374 other Pain trials with a reported enrollment target (32% higher). The trial reports 1 study location across 1 state.
The verdict
NCT05127265, a study of Pain and Critical Illness, is actively recruiting participants, sponsored by University of Florida.
- RECRUITING
- Registry status
- 400 participants
- Enrollment target
- 1
- Study location
Study Summary
Important information related to the visual assessment of patients, such as facial expressions, head and extremity movements, posture, and mobility are captured sporadically by overburdened nurses, or are not captured at all. Consequently, these important visual cues, although associated with critical indices such as physical functioning, pain, delirious state, and impending clinical deterioration, often cannot be incorporated into clinical status. The overall objectives of this project are to sense, quantify, and communicate patients' clinical conditions in an autonomous and precise manner, and develop a pervasive intelligent sensing system that combines deep learning algorithms with continuous data from inertial, color, and depth image sensors for autonomous visual assessment of critically ill patients. The central hypothesis is that deep learning models will be superior to existing acuity clinical scores by predicting acuity in a dynamic, precise, and interpretable manner, using autonomous assessment of pain, emotional distress, and physical function, together with clinical and physiologic data.
Conditions Studied
Interventions
- OTHER Video Monitoring
- OTHER Accelerometer Monitoring
- OTHER Noise Level Monitoring
- OTHER Light Level Monitoring
- OTHER Air Quality Monitoring
Study Locations (1)
Florida
- University of Florida Health Shands Hospital - Gainesville
Trial Details
| Field | Value |
|---|---|
| Enrollment Target | 400 participants |
| Start Date | 2021-05-24 |
| Est. Completion | 2026-12 |
Interested in This Trial?
Full Details on ClinicalTrials.gov ↗What the Registry Record Tells You About NCT05127265
The ClinicalTrials.gov registry entry for NCT05127265 describes a study currently listed as recruiting, categorized as an unspecified phase. The registered enrollment target is 400 participants, a figure that helps gauge the scale of data the investigators plan to collect, above the 303-participant average among 374 other Pain trials with a reported enrollment target (32% higher). The listed sponsor is University of Florida, which has 1,106 total studies on file at ClinicalTrials.gov.
The record links to 4 conditions, with Pain appearing as the primary indexed condition, and to 5 interventions - of which Video Monitoring is the first listed.
NCT05127265 reports 1 study location spanning 1 distinct geographic area - top geographies include Florida.
Frequently Asked Questions
What is clinical trial NCT05127265 about?
NCT05127265 is a clinical study titled "Pervasive Sensing and AI in Intelligent ICU". Important information related to the visual assessment of patients, such as facial expressions, head and extremity movements, posture, and mobility are captured sporadically by overburdened nurses, or are not captured at all. Consequently, these important visual cues, although associated with critic...
What is the current status of trial NCT05127265?
This trial is currently recruiting. The enrollment target is 400 participants. The study started on 2021-05-24. Estimated completion is 2026-12.
What conditions does trial NCT05127265 study?
This clinical trial studies the following conditions: Pain, Critical Illness, Delirium, Confusion.
What interventions are being tested in trial NCT05127265?
The interventions under investigation include: Video Monitoring (OTHER), Accelerometer Monitoring (OTHER), Noise Level Monitoring (OTHER), Light Level Monitoring (OTHER), Air Quality Monitoring (OTHER).
Who is sponsoring clinical trial NCT05127265?
This trial is sponsored by University of Florida, which has 1,106 total clinical trials registered on ClinicalTrials.gov.
Where is trial NCT05127265 being conducted?
This trial has 1 study location across Florida. Contact the study sites directly through ClinicalTrials.gov for enrollment availability.
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Read our methodology - how this data is sourced, computed, and verified.
Related
Every figure on PlainTrial is rendered directly from the ClinicalTrials.gov registry, no number is typed in by an editor. This page mirrors this trial's own ClinicalTrials.gov registry record, live from the dataset. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.