Database for Predicting Clinical Outcomes of Critically Ill Patients

Recruiting

• Conditions: Critical Illness
• Interventions: Other: Critical Care

• Registration Number: NCT04541849
• Lead Sponsor: National Taiwan University Hospital

Brief Summary

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.

Detailed Description

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.

Study Timeline

• Study First Submitted: 2020-08-30
• Study First Submitted QC: 2020-09-07
• Study First Posted: 2020-09-09
• Study Start: 2020-09-10
• Status Verified: 2024-05
• Last Update Submitted: 2024-05-17
• Last Update Posted: 2024-05-17
• Primary Completion: 2025-12
• Study Completion: 2025-12

Recruitment & Eligibility

• Status: RECRUITING
• Sex: All
• Target Recruitment: 20000

Inclusion Criteria

• Critically ill patients admitted to intensive care units

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Exclusion Criteria

• patients aged less than 18 years

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Study & Design

• Study Type: OBSERVATIONAL
• Study Design: Not specified

Arm && Interventions

Group	Intervention	Description
Critically ill patients	Critical Care	-

Primary Outcome Measures

Name	Time	Method
30-day mortality	30 days	mortality status at 30 days after admission to intensive care unit

Secondary Outcome Measures

Name	Time	Method
Delirium	48 hours	Events of delirium within 48 hours after ICU admission
Disseminated intravascular coagulation	48 hours	Events of disseminated intravascular coagulation within 48 hours after ICU admission
Length of stay in intensive care unit	Time of discharge from hospital, more than 1 day	Number of days in intensive care unite
Acute kidney Injury	48 hours	Events of acute kidney injury within 48 hours; Time Frame:
Acute respiratory distress syndrome	48 hours	Events of acute respiratory distress syndrome within 48 hours after ICU admission

Trial Locations

Locations (1)

National Taiwan University Hospital; 🇨🇳 Taipei, Taiwan