Tag: AI

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

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

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

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