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Automating Delirium Severity in the ICU

NCT06172491 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 400

Last updated 2026-04-08

No results posted yet for this study

Summary

The goal of this observational study is to develop a passive digital marker (PDM) for delirium severity and examine its performance in comparison to validated delirium severity tools in ICU patients \>50 years of age.

The main questions it aims to answer are:

* Is the trained convolutional neural network able to reliably measure delirium severity.
* Is the Passive Digital Marker able to accurately measure delirium severity
* Is the Passive Digital Marker acceptable and usable by frontline ICU nurse clinicians, patients, and their identified proxies (i.e., caregivers).

Participants will:

* Study participation involves a video camera recording you 24 hours per day while you are a patient in the Intensive Care Unit (ICU).
* Study staff will visit you 4 times each day you are in the ICU. You will be asked questions each time they visit to train the digital marker and see differences between assessments and camera data.

Conditions

  • Intensive Care Unit Delirium
  • Encephalopathy
  • Delirium

Sponsors & Collaborators

Eligibility

Min Age
50 Years
Sex
ALL
Healthy Volunteers
No

Timeline & Regulatory

Start
2023-01-15
Primary Completion
2027-05-31
Completion
2028-05-31

Countries

  • United States

Study Locations

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Entities

Companies

Read the full study record

This page highlights key information. For complete eligibility criteria, study locations, investigator contacts, and the full protocol, visit the original record on ClinicalTrials.gov.

View NCT06172491 on ClinicalTrials.gov