Tag: ICU
Predicting ICU Admission in COVID-19-Infected Pregnant Women Using Machine Learning
Routinely collected clinical and laboratory data of COVID-19-infected pregnant women may help recognize high-risk groups who are more liable for complications and more severe course or prognosis and require an ICU admission.... read more
Mini Bronchoalveolar Lavage vs. Endo-Tracheal Aspirate in Diagnosing Bacterial Pneumonia in ICU
This study supports the use of endotracheal aspirate (ETA) as a cost-effective and efficient alternative to mBAL for the diagnosis of pneumonia in intubated ICU patients, particularly in settings where resources are limited.... read more
Temporary ICU – Preparedness Concept to Increase Capacity
The temporary ICU (TICU) concept demonstrates promising potential in enhancing preparedness and maintaining critical care surge capacity during pandemics or mass casualty incidents. While shortages of medical equipment,... read more
The predictive value of LAR for determining the need for ICU admission among hospitalized patients with community-acquired pneumonia
In this study, lactate-to-albumin ratio (LAR) was found to be a good predictor of ICU admissions in hospitalized patients with CAP and was non-inferior to PSI or CURB-65 scores. LAR was found to be a good predictor of... read more
Mechanical Ventilation in Patient with Respiratory Failure
This handbook covers the principles of mechanical ventilation, making them easy to understand and apply in clinical settings. Presented in an accessible style and supplemented by a wealth of illustrations and graphs, it includes... read more
Misunderstanding Buffering in Critical Illness
It is was disappointing to read the recent review in Intensive Care Medicine on buffering in metabolic acidosis. I consider this a "pre-Copernican" approach to acid–base that does not respect basic physical–chemical principles. The... read more
Prediction of Prolonged Mechanical Ventilation in the ICU via Machine Learning
Early recognition of risk factors for prolonged mechanical ventilation (PMV) could allow for early clinical interventions, prevention of secondary complications such as nosocomial infections, and effective triage of hospital... read more
Optimizing ICU Weaning: Globalizing Personalized Weaning Strategies
this study provides compelling evidence supporting the concept of individualized weaning in the ICU. By tailoring spontaneous breathing trial (SBT) methods to match specific patient conditions, it represents an essential... read more
Effect on Norepinephrine Administration Timing on Prognosis of Septic Shock Patients
Norepinephrine initiation ≤1 h is associated with lower 28-day mortality in patients with septic shock. Early norepinephrine administration is also associated with a shorter time to achieve MAP ≥65 mmHg, lower 24-h intravenous... read more
An Optimal Antibiotic Selection Framework for Sepsis Patients Using AI
In this work we present OptAB, the first completely data-driven online-updateable antibiotic selection model based on Artificial Intelligence (AI) for Sepsis patients accounting for side-effects. OptAB performs an iterative... read more
Personalized Therapies in ARDS
Acute respiratory distress syndrome (ARDS) can result from a variety of clinical conditions, causing lung injury either directly through local inflammation or indirectly because of systemic inflammatory mediators ARDS is... read more
Metabolic Disorders and Critically Ill Patients: From Pathophysiology to Treatment
Cellular metabolic abnormalities are responsible for systems and organ failures, so the modern approach of organ dysfunctions now includes prevention or treatment of such disorders. This book is a comprehensive tool, allowing... read more
Mechanical Ventilation Timing in Sepsis
A recent study by Dr. Kim and colleagues examined the association between the timing of mechanical ventilation (MV) and clinical outcomes in ICU patients with sepsis. The study included 2440 adult sepsis patients from... read more
Improving Critical Care Survivorship: A Guide to Prevention, Recovery, and Reintegration
This book, just published, provides a comprehensive overview of improving critical care survivorship. Comprised of four sections, the text presents interventions that can be used to improve patient outcomes and reduce the... read more
AI Interpretation of Chest Radiographs in the ICU. Ready for Prime Time?
Chest radiography (CXR) is the primary tool to visualize thoracic pathologies in the ICU. However, accurate interpretation of CXRs is challenging, even when imaging is performed under optimal conditions. This results... read more
