ERJ open research
Transforming post-acute pneumonia management: risk stratification using machine learning.
Catia Cilloniz, Mads Lause Mogensen, Logan Ward
Published: 202610.1183/23120541.00920-2025
Abstract
Open AccessThe application of machine learning in patients with community-acquired pneumonia allows the identification of high-risk phenotypes for post-acute mortality, improving the limitations of classical severity scores and personalised patient management https://bit.ly/3IT4MOO.