Predicting Clinical Outcomes of Critically Ill Patients in Intensive Care Units With De-identification Database
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 20,000
- 试验地点
- 1
- 主要终点
- 30-day mortality
研究概览
简要总结
Australian and New Zealand Intensive Care Society (ANZICS) has built a Center of Outcome and Resource Evaluation (CORE) adult patients database (APD) of adult critically ill patients. ANZICS CORE APD has built an international collaboration of ICU database. National Taiwan University Hospital has joined this international collaboration and built the data according to the APD data dictionary with same value domain attributes and data element attributes. We retrospectively collected the data of patients discharged from the March 1, 2019 to June 30, 2022. Data of this database are permitted to study clinical problems and predict the clinical outcomes of these critically ill patients using statistical methods and machine learning techniques.
详细描述
Data of this database are permitted to study the following clinical issues: including delirium, sepsis, acute kidney injury, acute respiratory distress syndrome, disseminated intravascular coagulation, multiple organ injuries, nutrition, survival status, number of days on ventilators, need for renal replacement therapy, length of stays in intensive care unit, length of stay in hospital, and other relevant clinical outcomes. It is also planned to analyze the clinical prognosis of special disease subgroups and establish a prediction model according to the type of patient's disease.
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
- •Critically ill patients admitted to intensive care units
排除标准
- •patients aged less than 18 years
结局指标
主要结局
30-day mortality
时间窗: 30 days
mortality status at 30 days after admission to intensive care unit
次要结局
- Length of stay in intensive care unit(Time of discharge from hospital, more than 1 day)
- Delirium(48 hours)
- Disseminated intravascular coagulation(48 hours)
- Acute kidney Injury(48 hours)
- Acute respiratory distress syndrome(48 hours)