What is ICU profile test?
Research Question
Academic Insights
The ICU profile test is a method used to categorize and analyze various aspects of patient care and outcomes in Intensive Care Units (ICUs), often employing advanced data analysis techniques to identify patterns and subpopulations among critically ill patients.
Key Insights
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Latent Profile Analysis in ICU Nurses:
- Research has identified three profiles of presenteeism among ICU nurses: low presenteeism-normal coping group, moderate presenteeism group, and high presenteeism-work limitation group .
- Factors influencing these profiles include hospital type, physical health, human resource allocation, social support, marital status, and experiences of workplace violence .
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Phenotyping Critically Ill Patients:
- Laboratory-test-ordering patterns can be used to cluster ICU patients into subpopulations, aiding in the identification of clinically similar groups .
- The DBSCAN clustering method identified 25 clusters based on the first 24 hours of laboratory tests, which were then evaluated for clinical interpretability using outcomes like in-hospital mortality and 30-days post-discharge mortality .
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Machine Learning in Neuro ICU:
- Machine Learning (ML) algorithms are being applied to manage the complex data generated in neuro ICUs, helping to interpret high-dimensional datasets and improve patient care .
Conclusion
The ICU profile test encompasses various methodologies, including latent profile analysis, clustering techniques, and machine learning, to categorize and analyze patient data, thereby improving the understanding and management of ICU patient care and outcomes.
Latent profile analysis and influence factors study of presenteeism among ICU nurses in China
Finding Similar Patient Subpopulations in the ICU Using Laboratory Test Ordering Patterns
Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem?
Microbiological profile and anti-microbial susceptibility pattern of isolates from endo tracheal aspirate and endo tracheal tube tips in ICU patients
Bacterial profiles and their antibiotic resistance background in superinfections caused by multidrug‐resistant bacteria among COVID‐19 ICU patients from southwest Iran
Physical and functional profile of ICU patients and correlation between functional scales
Causes, Consequences, and Treatments of Sleep and Circadian Disruption in the ICU: An Official American Thoracic Society Research Statement.
Analysis of Poisoning in Urban Setting: A Single Centre Study.
Species distribution and antifungal susceptibility profile of Candida isolates from blood and other normally sterile foci from pediatric ICU patients in Tehran, Iran.
A Descriptive Cross-Sectional Study on Clinical Profile and Outcome of Delirium in Trauma Patients in the Semi-Closed Intensive Care Unit of a Medical College
Coagulation profile of COVID-19 patients admitted to the ICU: An exploratory study
Neonatal AKI profile using KDIGO guidelines: A cohort study in tertiary care hospital ICU of Lahore, Pakistan
Clinical profile and risk factors associated with severe scrub typhus infection among non-ICU patients in semi-urban south India
EMERGENCE OF CARBAPENEM-RESISTANT ACINETOBACTER BAUMANNII IN THE INTENSIVE CARE UNIT OF A REFERRAL HOSPITAL OF EASTERN INDIA AND ITS THERAPEUTIC OPTION
Assessment of Clinical Characteristics and Outcomes of Liver Diseases Unique to Pregnancy at a Tertiary Hospital in Ethiopia: A Retrospective Cohort Study
Bacteriological profile and antimicrobial sensitivity pattern of endotracheal tube aspirates of patients admitted in ICU
Interpretable machine learning for predicting 28-day all-cause in-hospital mortality for hypertensive ischemic or hemorrhagic stroke patients in the ICU: a multi-center retrospective cohort study with internal and external cross-validation
Ventilator Associated Pneumonia a challenge in intensive care unit acquired infection
A Prospective, Observational Study to Determine the Prevalence and Clinical Profile of Patients of Hypertensive Crisis in a Tertiary Care Hospital.
Advantages of in-situ LTP distortion profile test on high heat load mirrors and applications
Improved Techniques for Uniaxial and Multiaxial Vibration Test Profile Definition
Clinical spectrum and outcomes of cancer patients affected with COVID-19 in Indian population: A single-center retrospective study
A multiwavelength numerical model in support of quantitative retrievals of aerosol properties from automated lidar ceilometers and test applications for AOT and PM10 estimation
Related Questions
- What does ICU stand for?
- How is an ICU profile test conducted?
- What are the components of an ICU profile test?
- Why is an ICU profile test important?
- What conditions can an ICU profile test help diagnose?
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