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Study identifier: NCT06172491 Synced from ClinicalTrials.gov · July 29, 2026
● Recruiting

Automating Delirium Severity in the ICU

Condition: Intensive Care Unit Delirium · Encephalopathy · Delirium  ·  Sponsor: Mayo Clinic

PhaseN/A
Planned participants400
Who can joinAll sexes, 50 Years to no upper limit
Healthy volunteersNo

About this study

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.

This description comes directly from the study's public registry record.

Talk to the study team

Heidi Lindroth, PH.D. R.N.  ·  507-284-3662  ·  lindroth.heidi@mayo.edu

Hannah Friesen  ·  1-507-284-2197  ·  friesen.hannah@mayo.edu

Always discuss trial participation with your own doctor first.

Locations (1)

Mayo ClinicRochester, Minnesota, United StatesRecruiting

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Source record: clinicaltrials.gov/study/NCT06172491