[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 …

Pandemic infection forecasting through compartmental model and learning-based approaches

M Karapitta, A Kasis, C Stylianides, K Malialis… - arxiv preprint arxiv …, 2024 - arxiv.org
The emergence and spread of deadly pandemics has repeatedly occurred throughout
history, causing widespread infections and loss of life. The rapid spread of pandemics have …

Time-varying compartmental models with neural networks for pandemic infection forecasting

M Karapitta, A Kasis, C Stylianides… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
The emergence and spread of deadly pandemics has repeatedly occurred throughout
history, causing widespread infections and life loss. Forecasting the progression of …