AI watches over ICU patients to spot trouble before it happens
NCT ID NCT07307521
First seen Jun 27, 2026 · Last updated Jun 27, 2026
Summary
This study tests whether artificial intelligence can analyze video recordings of ICU patients to predict dangerous events like pulling out breathing tubes or becoming severely agitated. About 300 patients will have a small camera above their bed that records movements and sleep patterns, while privacy is protected by blurring faces. The goal is to train an AI system to give early warnings so medical staff can step in sooner and prevent harm.
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Study facts
What this study's own registry entry says, in plain language.
- Participants
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About 300 people
The number the study aims to enrol. It can still change while the study runs.
- Expected to start
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Jan 2026
An estimate. Start dates often move.
- Expected to finish
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Dec 2028
An estimate. End dates often move.
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
The study population consists of ICU patients who undergo continuous bedside monitoring as part of routine critical care. Participants include adults and pediatric patients admitted to a mixed medical-surgical ICU. Individuals are enrolled only after informed consent is obtained from the patient or a legally authorized representative. The cohort represents typical ICU patients at risk for behavioral or accidental events such as agitation, delirium, sleep disturbance, or unplanned device removal. The population reflects real-world conditions and clinical diversity, allowing evaluation of AI-assisted video monitoring across a broad range of critical illness severity and diagnoses.
- Ages
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Children (under 18), adults (18 to 64) and older adults (65 and over)
- Sex
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Anyone
- Healthy volunteers
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Not accepted
This study is not open to healthy volunteers. The entry requirements below say who it is open to.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: * Adult or pediatric patients admitted to the Intensive Care Unit (ICU). * Patient or legally authorized representative is capable of understanding the study information and providing informed consent. * Patient is expected to remain in the ICU long enough to allow video and physiologic data collection. * Agreement to participate and allow video monitoring during the ICU stay. Exclusion Criteria: * Refusal to participate from the patient or legally authorized representative. * Patients for whom continuous video monitoring is medically inappropriate or not feasible (e.g., isolation conditions preventing camera installation). * Patients whose condition or legal status requires special restrictions on video recording (e.g., certain forensic or custodial cases). * Any situation judged by the clinical team to place the patient at increased privacy or safety risk by participation. * Withdrawal of consent at any point during the study.
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
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The official record
ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.
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A doctor treating you
A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.