Actively Recruiting
A Clinical Study for Developing Artificial Intelligence(AI)-Based Clustering Model for Personalized Medicine in Acute Respiratory Failure
Led by Samsung Medical Center · Updated on 2026-04-28
250
Participants Needed
1
Research Sites
298 weeks
Total Duration
On this page
Sponsors
S
Samsung Medical Center
Lead Sponsor
M
Ministry of Science and ICT, Republic of Korea
Collaborating Sponsor
AI-Summary
What this Trial Is About
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.
CONDITIONS
Official Title
A Clinical Study for Developing Artificial Intelligence(AI)-Based Clustering Model for Personalized Medicine in Acute Respiratory Failure
Who Can Participate
Eligibility Criteria
You may qualify if you...
- For acute respiratory failure group: Age 18 or older
- For acute respiratory failure group: Patients requiring high flow nasal cannula, non-invasive ventilation (BIPAP or CPAP), or mechanical ventilation due to acute respiratory failure
- For control group: Age 18 or older
- For control group: Patients not requiring high flow nasal cannula, non-invasive ventilation (BIPAP or CPAP), or mechanical ventilation treatment
- Control group participants must consent and undergo the same research procedures
You will not qualify if you...
- Patients who have been receiving oxygen treatment (HFNC, NIV, or mechanical ventilation) for more than 48 hours
- Patients transferred from another hospital
- Patients with limitations in treatment
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Samsung Medical Center
Seoul, Gangnam, South Korea, 06351
Actively Recruiting
Research Team
R
Ryoung Eun Ko, MD, PhD
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
2
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