[PDF][PDF] AI Advances in ICU with an Emphasis on Sepsis Prediction: An Overview

C Stylianides, A Nicolaou, WA Sulaiman… - Machine Learning …, 2025 - researchgate.net
Artificial intelligence (AI) is increasingly applied in a wide range of healthcare and Intensive
Care Unit (ICU) areas to serve—among others—as a tool for disease detection and …

Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to reduce preventable all-cause readmissions or death

TL Chang, H **a, S Mahajan, R Mahajan, J Maisog… - Plos one, 2024 - journals.plos.org
We developed an inherently interpretable multilevel Bayesian framework for representing
variation in regression coefficients that mimics the piecewise linearity of ReLU-activated …

Optimizing ICU Readmission Prediction: A Comparative Evaluation of AI Tools

H Helmy, CB Rabah, N Ali, A Ibrahim… - … on Applications of …, 2024 - Springer
Abstract The Intensive Care Unit (ICU) serves as a critical resource in hospitals, delivering
specialized care to patients with severe medical conditions. However, unplanned …

Optimizing ICU Readmission Prediction: A Comparative Evaluation of AI Tools

A Hoseiny, A Serag - Applications of Medical Artificial Intelligence: Third … - books.google.com
The Intensive Care Unit (ICU) serves as a critical resource in hospitals, delivering
specialized care to patients with severe medical conditions. However, unplanned …