AIMC Topic: Intensive Care Units

Clear Filters Showing 271 to 280 of 694 articles

Clinical benefit of AI-assisted lung ultrasound in a resource-limited intensive care unit.

Critical care (London, England) Jul 1, 2023
BACKGROUND: Interpreting point-of-care lung ultrasound (LUS) images from intensive care unit (ICU) patients can be challenging, especially in low- and middle- income countries (LMICs) where there is limited training available. Despite recent advances...
Humans Retrospective Studies Intensive Care Units Ultrasonography Artificial Intelligence Prospective Studies
View on PubMed DOI

Machine learning to predict poor school performance in paediatric survivors of intensive care: a population-based cohort study.

Intensive care medicine Jun 24, 2023
PURPOSE: Whilst survival in paediatric critical care has improved, clinicians lack tools capable of predicting long-term outcomes. We developed a machine learning model to predict poor school outcomes in children surviving intensive care unit (ICU).
Intensive Care Units Hospitalization Machine Learning Retrospective Studies Critical Care Cohort Studies Child Humans
View on PubMed DOI

Leveling Up: A Review of Machine Learning Models in the Cardiac ICU.

The American journal of medicine Jun 19, 2023
Machine learning has emerged as a significant tool to augment the medical decision-making process. Studies have steadily accrued detailing algorithms and models designed using machine learning to predict and anticipate pathologic states. The cardiac ...
Humans Artificial Intelligence Intensive Care Units Arrhythmias, Cardiac Machine Learning Algorithms
View on PubMed DOI

Risk predictions of hospital-acquired pressure injury in the intensive care unit based on a machine learning algorithm.

International wound journal Jun 13, 2023
Pressure injury (PI), or local damage to soft tissues and skin caused by prolonged pressure, remains controversial in the medical world. Patients in intensive care units (ICUs) were frequently reported to suffer PIs, with a heavy burden on their life...
Humans Pressure Ulcer Artificial Intelligence Intensive Care Units Machine Learning Hospitals Algorithms
View on PubMed DOI

The Evolution and Future of Intensive Care Management in the Era of Telecritical Care and Artificial Intelligence.

Current problems in cardiology May 18, 2023
Critical care practice has been embodied in the healthcare system since the institutionalization of intensive care units (ICUs) in the late '50s. Over time, this sector has experienced many changes and improvements in providing immediate and dedicate...
COVID-19 Intensive Care Units Artificial Intelligence Pandemics Humans Critical Care
View on PubMed DOI

Identifying acute kidney injury subphenotypes using an outcome-driven deep-learning approach.

Journal of biomedical informatics May 18, 2023
OBJECTIVE: Acute kidney injury (AKI), a common condition on the intensive-care unit (ICU), is characterized by an abrupt decrease in kidney function within a few hours or days, leading to kidney failure or damage. Although AKI is associated with poor...
Intensive Care Units Retrospective Studies Deep Learning Humans Acute Kidney Injury Prognosis Risk Assessment
View on PubMed DOI

Supervised deep learning with vision transformer predicts delirium using limited lead EEG.

Scientific reports May 16, 2023
As many as 80% of critically ill patients develop delirium increasing the need for institutionalization and higher morbidity and mortality. Clinicians detect less than 40% of delirium when using a validated screening tool. EEG is the criterion standa...
Critical Illness Intensive Care Units Aged Patient Discharge Humans Deep Learning Delirium Electroencephalography
View on PubMed DOI

Artificial Intelligence in Intensive Care Medicine: Toward a ChatGPT/GPT-4 Way?

Annals of biomedical engineering May 13, 2023
Although intensive care medicine (ICM) is a relatively young discipline, it has rapidly developed into a full-fledged and highly specialized specialty covering several fields of medicine. The COVID-19 pandemic led to a surge in intensive care unit de...
Humans Artificial Intelligence Pandemics COVID-19 Intensive Care Units Critical Care
View on PubMed DOI

A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients.

BMC medical informatics and decision making May 4, 2023
BACKGROUND: A growing body of research suggests that the use of computerized decision support systems can better guide disease treatment and reduce the use of social and medical resources. Artificial intelligence (AI) technology is increasingly being...
Algorithms Intensive Care Units Sepsis Critical Care Humans Adult Artificial Intelligence
View on PubMed DOI

Pharmacophenotype identification of intensive care unit medications using unsupervised cluster analysis of the ICURx common data model.

Critical care (London, England) May 2, 2023
BACKGROUND: Identifying patterns within ICU medication regimens may help artificial intelligence algorithms to better predict patient outcomes; however, machine learning methods incorporating medications require further development, including standar...
Adult Cohort Studies Cluster Analysis Machine Learning Intensive Care Units Humans Artificial Intelligence
View on PubMed DOI
Popular Topics
Recent Journals