NCT06479421 A Clinical Study for Developing Artificial Intelligence(AI)-Based Clustering Model for Personalized Medicine in Acute Respiratory Failure
| NCT ID | NCT06479421 |
| Status | Recruiting |
| Phase | — |
| Sponsor | Samsung Medical Center |
| Condition | Acute Respiratory Failure |
| Study Type | OBSERVATIONAL |
| Enrollment | 250 participants |
| Start Date | 2023-08-14 |
| Primary Completion | 2028-04-30 |
Eligibility & Interventions
Eligibility Fast-Check
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What to Expect as a Participant
This is an observational study. You will not receive an experimental treatment; researchers will collect data based on your existing condition or standard treatment.
This trial targets 250 participants in total. It began in 2023-08-14 with a primary completion date of 2028-04-30.
⚠ This information is for research awareness only. Always consult your physician before joining any clinical trial. Participation is voluntary and you may withdraw at any time.
Brief Summary
The investigators will prospectively collect clinical information to develop a clustering analysis model and confirm phenotype for patients with acute respiratory failure who admit to the intensive care unit and require oxygen supply beyond a high flow nasal cannula, and a control group without acute respiratory failure. and clinical characteristics and prognosis will be compared.
Eligibility Criteria
\# 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
Contact & Investigator
Frequently Asked Questions
Who can join the NCT06479421 clinical trial?
This trial is open to participants of all sexes, aged 18 Years or older, studying Acute Respiratory Failure. Full inclusion and exclusion criteria are listed in the Eligibility Criteria section. Always confirm your eligibility with the research team before applying.
Is NCT06479421 currently recruiting?
Yes, NCT06479421 is actively recruiting participants. Contact the research team at koryoungeun@gmail.com for enrollment information.
Where is the NCT06479421 trial being conducted?
This trial is being conducted at Seoul, South Korea.
Who is sponsoring the NCT06479421 clinical trial?
NCT06479421 is sponsored by Samsung Medical Center. The trial plans to enroll 250 participants.