Aug 2026· Journal of Artificial Intelligence and Information· 0 citations· 22 references
TL;DR
This review summarizes contemporary evidence on the etiological features of severe pneumonia, advances in diagnostic technologies, optimization of treatment strategies, and integrated models of care, with the aim of providing a theoretical basis for improved clinical management and outcomes.
Abstract
Severe pneumonia is a life-threatening infectious disease associated with high mortality and is frequently complicated by acute respiratory distress syndrome, septic shock, and multiple organ dysfunction. The current diagnostic and therapeutic paradigm is shifting from empirical broad-spectrum treatment toward individualized management based on precise pathogen identification and assessment of the host response. The pathogenesis of severe pneumonia involves a broad range of bacterial, viral, and fungal pathogens, together with complex pathophysiological processes including dysregulated inflammation, immune dysfunction, and coagulation abnormalities. Conventional pathogen-detection methods are limited by low sensitivity and prolonged turnaround times. Emerging molecular diagnostic technologies have substantially increased pathogen detection rates and facilitated early, targeted anti-infective therapy, while biomarkers have improved inflammatory monitoring and prognostic assessment. This review summarizes contemporary evidence on the etiological features of severe pneumonia, advances in diagnostic technologies, optimization of treatment strategies, and integrated models of care, with the aim of providing a theoretical basis for improved clinical management and outcomes.
Sepsis is a complex and highly heterogeneous syndrome that resulted in approximately 11 million deaths worldwide in 2017 due to multiple organ failure, posing a serious threat to human life and health. With the advancement of medical technology, the definition of sepsis has undergone several evolutions, currently ref...
Guang-Yan Yan, Ya-Ting Wang, Qiong-Ya Wang et al.· European Journal of Medical...· 0 citations
Severe pneumonia remains a major cause of mortality in critically ill patients, with severe community-acquired pneumonia representing a clinically important and representative scenario. This review focuses primarily on severe community-acquired pneumonia as the clinical context, in which outcomes are determined by the...
Fang-Fei Ren, Jun Gao, Xuan Zhao et al.· Frontiers in Immunology· 0 citations
This systematic review outlines the overall research landscape of SIC, including pathological mechanisms, epidemiological profiles, updated diagnostic systems and innovative therapeutic strategies, as well as existing challenges and future research priorities.
Nai-Hong Zhang, Neng Wang, Jia-Wen He et al.· Frontiers in Cardiovascular...· 0 citations
Background: Severe acute respiratory failure caused by respiratory viruses is an important cause of intensive care unit admission and is associated with substantial morbidity and mortality. Advances in molecular diagnostics have increased the detection of respiratory viruses in lower respiratory tract infections, while...
H. Kaseb, Khalid Jadaan Alotaibi, Hassan Hassany et al.· Saudi Journal of Medicine an...· 0 citations
Intra-abdominal infections are one of the leading causes of sepsis and mortality in critically ill patients, requiring early diagnosis and an integrated therapeutic approach to reduce progression to multiple organ dysfunction and septic shock. The aim of this study was to review recent evidence regarding early diagnosi...
Ana Reiry Marques Lima, Giulienny Maria Antunes Gonçalves, Letícia Galli de Aguiar et al.· International Journal of Hea...· 0 citations