Výsledky vyhledávání - "Stilianakis, Nikolaos"

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Epidemic Information Extraction for Event-Based Surveillance using Large Language Models

Autor: Consoli, Sergio, Markov, Peter, Stilianakis, Nikolaos I., Bertolini, Lorenzo, Gallardo, Antonio Puertas, Ceresa, Mario

Publikováno v: Lecture Notes in Networks and Systems, 2024, vol 1011, pages 241-252. Springer, Singapore

This paper presents a novel approach to epidemic surveillance, leveraging the power of Artificial Intelligence and Large Language Models (LLMs) for effective interpretation of unstructured big data sources, like the popular ProMED and WHO Disease Out

Externí odkaz: http://arxiv.org/abs/2408.14277

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A mathematical model for the within-host (re)infection dynamics of SARS-CoV-2

Autor: Schuh, Lea, Markov, Peter V., Veliov, Vladimir M., Stilianakis, Nikolaos I.

Interactions between SARS-CoV-2 and the immune system during infection are complex. However, understanding the within-host SARS-CoV-2 dynamics is of enormous importance, especially when it comes to assessing treatment options. Mathematical models hav

Externí odkaz: http://arxiv.org/abs/2312.04607

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On modeling airborne infection risk

Autor: Drossinos, Yannis, Stilianakis, Nikolaos I.

Publikováno v: R. Soc. Open Sci. 11:231976 (2024)

Airborne infection risk analysis is usually performed for enclosed spaces where susceptible individuals are exposed to infectious airborne respiratory droplets by inhalation. It is usually based on exponential, dose-response models of which a widely

Externí odkaz: http://arxiv.org/abs/2309.16513

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