Clinical sepsis phenotypes in critically ill patients

G Papathanakos, I Andrianopoulos, M Xenikakis… - Microorganisms, 2023 - mdpi.com
Sepsis, defined as the life-threatening dysregulated host response to an infection leading to
organ dysfunction, is considered as one of the leading causes of mortality worldwide …

A deterministic compartmental model for the transition between variants in the spread of Covid-19 in Italy

M Saviano, A Fierro, A Liccardo - Plos one, 2023 - journals.plos.org
We propose a deterministic epidemic model to describe the transition between two variants
of the same virus, through the combination of a series of realistic mechanisms such as …

[HTML][HTML] Clinical Phenotyping for Prognosis and Immunotherapy Guidance in Bacterial Sepsis and COVID-19

E Karakike, S Metallidis, G Poulakou… - Critical care …, 2024 - journals.lww.com
OBJECTIVES: It is suggested that sepsis may be classified into four clinical phenotypes,
using an algorithm employing 29 admission parameters. We applied a simplified …

Unsupervised Machine Learning Unveil Easily Identifiable Subphenotypes of COVID-19 With Differing Disease Trajectories

J Chen, J Hsu, A Szewc, C Balucini, TD Azad, K Gong… - medRxiv, 2023 - medrxiv.org
Background Given the clinical heterogeneity of COVID-19 infection, we hypothesize the
existence of subphenotypes based on early inflammatory responses that are associated with …

Intrusion detection using a SV-SMOTE method in IoMT

Y Zhang - 2024 - inderscienceonline.com
Intrusion detection for the internet of medical things (IoMT) is particularly important as the
problem of network attacks. Network security has become more serious during the COVID …