Machine learning-based derivation and validation of three immune phenotypes for risk stratification and prognosis in community-acquired pneumonia: a retrospective …

Q Qin, H Yu, J Zhao, X Xu, Q Li, W Gu… - Frontiers in …, 2024 - frontiersin.org
Background The clinical presentation of Community-acquired pneumonia (CAP) in
hospitalized patients exhibits heterogeneity. Inflammation and immune responses play …

Identification of cuproptosis-related gene clusters and immune cell infiltration in major burns based on machine learning models and experimental validation

X Wang, Z Xiong, W Hong, X Liao, G Yang… - Frontiers in …, 2024 - frontiersin.org
Introduction Burns are a global public health problem. Major burns can stimulate the body to
enter a stress state, thereby increasing the risk of infection and adversely affecting the …