Work

Developing a personalized treatment rule based on a score for administering macrolide combination therapy versus beta-lactam monotherapy for patients with moderate community-acquired pneumonia employing machine learning

Year: 2025

Type: conference-paper

Abstract: Introduction: Selecting the appropriate antibiotics treatment against moderate pneumonia is still a matter of debate. To develop a treatment rule for the decision of a beta-lactam monotherapy or a Macrolide beta-lactam combination therapy, we develop machine learning (ML) methods based on scoring models, [for full text, please go to the a.m. URL]

Source: German Medical Science (German Research Foundation)

DOI: 10.3205/25gmds187

Authors: Schoondermark, Adrian, Oswald, Marcus, Pletz, Mathias, König, Rainer

Institution: Jena University Hospital

Language: English

Topic: Pneumonia and Respiratory Infections

Subfield: Epidemiology

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W7103889000

FWCI:

Cites:

Cited by:

Related to: