AI could help doctors treat breathing failure more precisely
NCT ID NCT06479421
First seen Jun 25, 2026 · Last updated Jun 27, 2026 · Updated 1 time
Summary
This study is collecting data from 250 patients with acute respiratory failure to develop an AI model that groups patients by their characteristics. The goal is to personalize treatment and improve outcomes. It is an observational study, meaning no new drug or device is being tested.
What this could mean
Our plain-language read of the trial. This is informational only — not medical advice or a prediction.
What this could lead to
If successful, this could lead to AI tools that help doctors choose the best treatment for each patient with acute respiratory failure.
What could go wrong
This is an early-stage observational study, not testing a treatment. The AI model may not work as hoped or may not apply to other hospitals.
Disclaimer
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This is a summary of
the original study
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Summaries may miss details or leave out important information. Before applying or accepting participation, make sure you have read and understood the full study. Curemydisease.com takes no responsibility whatsoever for anything missed, misunderstood, or acted upon as a result of our summary — we know it does not capture everything.
This is a summary of the original study . Summaries may miss details or leave out important information. Before applying or accepting participation, make sure you have read and understood the full study. Curemydisease.com takes no responsibility whatsoever for anything missed, misunderstood, or acted upon as a result of our summary — we know it does not capture everything.
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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.
Contacts and locations
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Study contacts
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Contact
Phone: •••-•••-•••• Email: •••••@•••••
Locations
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Samsung Medical Center
RECRUITINGSeoul, Gangnam, 06351, South Korea
Contact Phone: •••-•••-•••• Email: •••••@•••••