Respiratory failure
Conditions
Interventions
Survival group:First, all patients were randomly divided into a training set and a validation set at a ratio of 7:3. Then the patients in the training set were divided into death group and survival gr
Death group:First, all patients were randomly divided into a training set and a validation set at a ratio of 7:3. Then the patients in the training set were divided into death group and survival group
Sponsors
Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Eligibility
Sex/Gender
All
Inclusion criteria
Inclusion criteria: (1) patients were diagnosed with acute, chronic or not classified respiratory insufficiency following trauma; (2) patients had relatively complete data on potential predictors.
Exclusion criteria
Exclusion criteria: (1) the diagnostic sequence >5 in MIMIC-IV database; (2) patients with missing data >20% for vital signs or laboratory tests; (3) Considering the possibility of major diseases prior to trauma which may affecting the final outcome, we also excluded patients who repeated admission to ICU
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Mortality; | — |
Countries
China
Contacts
Public ContactLi Peihan
Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Outcome results
None listed