Artificial intelligence in pediatric allergy research

D Lisik, R Basna, T Dinh, C Hennig, SA Shah… - European Journal of …, 2025 - Springer
Atopic dermatitis, food allergy, allergic rhinitis, and asthma are among the most common
diseases in childhood. They are heterogeneous diseases, can co-exist in their development …

Automation and decision support in the area of nephrology using numerical algorithms, artificial intelligence and expert approach-review of the current state of …

D Pawuś, T Porażko, S Paszkiel - IEEE Access, 2024 - ieeexplore.ieee.org
This study explores the contemporary landscape of integrating numerical algorithms,
artificial intelligence (AI), and expert methodologies within the domain of nephrology …

Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized …

F Grolleau, F Petit, S Gaudry, É Diard… - Journal of the …, 2024 - academic.oup.com
Objective The timely initiation of renal replacement therapy (RRT) for acute kidney injury
(AKI) requires sequential decision-making tailored to individuals' evolving characteristics. To …

Importance Sampling to Learn Vasopressor Dosage to Optimize Patient Mortality in an Interpretable Manner

A Rastogi - 2024 - digitalcommons.lib.uconn.edu
Sepsis is a life-threatening organ dysfunction resulting from an improperly compensated
bodily response to infection. There is a high urgency among clinicians to develop a set of …