Mortality Prediction Model for the Triage of COVID-19, Pneumonia and Mechanically Ventilated ICU Patients
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 发起方
- 入组人数
- 114
- 试验地点
- 1
- 主要终点
- Mortality outcome in mechanically ventilated ICU patients
研究概览
简要总结
The objective of this study is to develop and evaluate an algorithm which accurately predicts mortality in COVID-19, pneumonia and mechanically ventilated ICU patients.
详细描述
Retrospective study of 53,001 total ICU patients, including 9,166 patients with pneumonia and 25,895 mechanically ventilated patients, performed on the MIMIC dataset. The NPH patient dataset includes 114 patients positive for SARS-COV-2 by PCR test.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Retrospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Patients aged 18 years or older
- •Record of ICU stay
排除标准
- •Patients aged less than 18 years
- •Patients for which there were no records of raw data or no discharge or death dates.
结局指标
主要结局
Mortality outcome in mechanically ventilated ICU patients
时间窗: Through study completion, an average of 2 months
Deceased or not deceased
Mortality outcome in pneumonia ICU patients
时间窗: Through study completion, an average of 2 months
Deceased or not deceased
Mortality outcome in COVID-19 ICU patients
时间窗: Through study completion, an average of 2 months
Deceased or not deceased
次要结局
未报告次要终点