Assessment of racial and ethnic differences in oxygen supplementation among patients in the intensive care unit
Importance Pulse oximetry (SpO 2) is routinely used for transcutaneous monitoring of blood
oxygenation, but it can overestimate actual oxygenation. This is more common in patients of …
oxygenation, but it can overestimate actual oxygenation. This is more common in patients of …
[HTML][HTML] Advancing patient safety: the future of artificial intelligence in mitigating healthcare-associated infections: a systematic review
D Radaelli, S Di Maria, Z Jakovski, D Alempijevic… - Healthcare, 2024 - mdpi.com
Background: Healthcare-associated infections are infections that patients acquire during
hospitalization or while receiving healthcare in other facilities. They represent the most …
hospitalization or while receiving healthcare in other facilities. They represent the most …
Predicting acute kidney injury risk in acute myocardial infarction patients: an artificial intelligence model using medical information mart for intensive care databases
D Cai, T Xiao, A Zou, L Mao, B Chi, Y Wang… - Frontiers in …, 2022 - frontiersin.org
Background Predictive models based on machine learning have been widely used in
clinical practice. Patients with acute myocardial infarction (AMI) are prone to the risk of acute …
clinical practice. Patients with acute myocardial infarction (AMI) are prone to the risk of acute …
Artificial intelligence in antimicrobial stewardship: a systematic review and meta-analysis of predictive performance and diagnostic accuracy
F Pennisi, A Pinto, GE Ricciardi, C Signorelli… - European Journal of …, 2025 - Springer
The increasing threat of antimicrobial resistance has prompted a need for more effective
antimicrobial stewardship programs (AMS). Artificial intelligence (AI) and machine learning …
antimicrobial stewardship programs (AMS). Artificial intelligence (AI) and machine learning …
Deep learning model for personalized prediction of positive MRSA culture using time-series electronic health records
Methicillin-resistant Staphylococcus aureus (MRSA) poses significant morbidity and
mortality in hospitals. Rapid, accurate risk stratification of MRSA is crucial for optimizing …
mortality in hospitals. Rapid, accurate risk stratification of MRSA is crucial for optimizing …
[HTML][HTML] A systematic evaluation of advanced machine learning models for nickel contamination management in soil using spectral data
Soil nickel (Ni) contamination attributes a crucial environmental concern because its
adverse effects on people health and ecosystem. Numerous studies have estimated Ni …
adverse effects on people health and ecosystem. Numerous studies have estimated Ni …
Impact of the implementation of the Intelligent Antimicrobial System (iAMS) on clinical outcomes among patients with bacteraemia caused by methicillin-resistant …
Objectives This study aimed to investigate the clinical impact of the Intelligent Antimicrobial
System (iAMS) on patients with bacteraemia due to methicillin-resistant (MRSA) and …
System (iAMS) on patients with bacteraemia due to methicillin-resistant (MRSA) and …
Detection of Patients at Risk of Multidrug-Resistant Enterobacteriaceae Infection Using Graph Neural Networks: A Retrospective Study
Background: While Enterobacteriaceae bacteria are commonly found in the healthy human
gut, their colonization of other body parts can potentially evolve into serious infections and …
gut, their colonization of other body parts can potentially evolve into serious infections and …
Physics-informed neural entangled-ladder network for inhalation impedance of the respiratory system
Abstract Background and Objectives: The use of machine learning methods for modelling
bio-systems is becoming prominent which can further improve bio-medical technologies …
bio-systems is becoming prominent which can further improve bio-medical technologies …
Modeling relaxed policies for discontinuation of methicillin-resistant Staphylococcus aureus contact precautions
Objective: To evaluate the economic costs of reducing the University of Virginia Hospital's
present “3-negative” policy, which continues methicillin-resistant Staphylococcus aureus …
present “3-negative” policy, which continues methicillin-resistant Staphylococcus aureus …