sepsis
Conditions
Interventions
Gold Standard:The reference standard "The third international consensus definitions for sepsis and septic shock (sepsis-3)," published in the "Journal of the American Medical Association (JAMA, 2016).
Index test:Sepsis Early Warning Model Based on Next-Generation Artificial Intelligence Technology
Sponsors
Guangxi Normal University
Eligibility
Sex/Gender
All
Age
18 Years to 91 Years
Inclusion criteria
Inclusion criteria: The criteria for sepsis patients included in the publicly available dataset mimic iv during the study period are as follows: 1) Diagnosis of sepsis according to Sepsis 3.0 criteria: ? Treatment with antibiotics ? Collection of biological fluids for microbial culture ? Evidence of accompanying organ dysfunction (i.e. SOFA score = 2); 2) Age greater than or equal to 18 years old. The criteria for recruiting doctors during the research period are as follows: 1) Having clinical diagnostic qualifications; 2) Voluntarily sign an informed consent form and participate in the study.
Exclusion criteria
Exclusion criteria: The exclusion criteria for sepsis patients in the publicly available dataset mimic iv during the study period are as follows: 1) Age<18 years old when admitted to the intensive care unit 2) No recorded deaths 3) Stop treatment (patients who die within 24 hours after the end of the data collection period, receive vasoconstrictive drugs at any time, and stop taking vasoconstrictive drugs at the end of the data collection period) 4) Unrecorded venous fluid intake The exclusion criteria for doctors during the study period are as follows: 1) External training and internship workers; 2) Medical workers who were not on duty during the investigation period.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Diagnostic Accuracy; | — |
Secondary
| Measure | Time frame |
|---|---|
| Antibiotic Usage Accuracy;Diagnostic Time; | — |
Countries
China
Contacts
Public ContactYunyouHuang
Guangxi Normal University
Outcome results
None listed