trauma
Conditions
Interventions
Gold Standard:Using the final trauma severity score assessed by clinical experts as the gold standard
Index test:Automated Trauma Severity Assessment System Based on Multimodal Artificial Intelligence
Sponsors
Army Center of Special Medical Service of PLA
Eligibility
Sex/Gender
All
Inclusion criteria
Inclusion criteria: 1.During the period from January 1, 1997, to December 31, 2025, all trauma patients admitted to the emergency or trauma center of this hospital. 2.The primary diagnosis is a traumatic disease (according to the International Classification of Diseases, ICD-10 codes, such as the S00-T98 series), and trauma is the main reason for this visit. 3.Complete initial vital signs records are available (including at least heart rate, blood pressure, respiratory rate, body temperature, and Glasgow Coma Scale score). Analyzable imaging data (such as CT scans, X-rays) or complete structured imaging reports are available. Core laboratory test results (such as complete blood count, blood gas analysis, coagulation function, and blood lactate) are available.
Exclusion criteria
Exclusion criteria: 1.All records for any of the key data categories specified in inclusion criterion 3 above (vital signs, imaging, laboratory) are missing. 2.Patients with non-traumatic emergencies (such as acute myocardial infarction, stroke, poisoning) or acute exacerbations of chronic diseases. 3.Patients with delayed presentation, defined as those whose time from injury to first medical contact exceeds 72 hours.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Consistency of AI System and Gold Standard in Grading Trauma Severity;Accuracy;Area under the receiver operating characteristic curve; | — |
Countries
China
Contacts
Public ContactChengyi Wu
Army Center of Special Medical Service of PLA
Outcome results
None listed