Developing an AI model for personalized medicine in acute respiratory failure

Is this trial a fit for you?

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

This study aims to collect clinical information from patients with acute respiratory failure admitted to the intensive care unit, specifically those requiring high flow nasal cannula, non-invasive ventilation, or mechanical ventilation. It will also include a control group of patients without acute respiratory failure for comparative analysis. The goal is to develop a clustering analysis model to identify phenotypes and assess clinical characteristics and prognosis. This observational study will help in understanding the different patient profiles and their outcomes.

Why it matters

Who can join: the full rules

\# Inclusion Criteria:

\- Acute Respiratory Failure group

Among patients admitted to the internal medicine intensive care unit at Samsung Seoul Hospital, if all of the following conditions are met:

1\) Age 18 or older 2) Patients who require treatment with high flow nasal cannula (HFNC), non-invasive ventilation (NIV (BIPAP or CPAP)), or mechanical ventilation (MV) due to acute respiratory failure.

\- control group For comparative analysis, among patients admitted to the internal medicine intensive care unit at Samsung Seoul Hospital who meet all of the following conditions, they are registered as a control group with the consent of the subjects and undergo the same research procedure.

1. Age 18 or older
2. Patients who do not require high flow nasal cannula (HFNC), non-invasive ventilation (NIV (BIPAP or CPAP)), or mechanical ventilation (MV) treatment

   * Exclusion Criteria:

If any of the following criteria applies, participants will not be permitted to participate in this clinical trial.

1. Patients 48 hours after oxygen treatment (HFNC, NIV (BIPAP or CPAP), MV)
2. Patients transferred from another hospital
3. Patients with limitations in treatment

Where it's running

• Samsung Medical Center
  Seoul, Gangnam, South Korea Recruiting

Study contacts

• Study coordinator: Ryoung Eun Ko, MD, PhD
• Email: koryoungeun@gmail.com
• Phone: +82-2-3410-6399

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Other studies for the same condition or treatment. Recruiting studies are listed first.

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How to take part

1. Review the eligibility criteria above with your treating physician.
2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.