Evidence suggests that elevated lactate-to-albumin and CARs and reduced PNI are generally associated with mortality, organ dysfunction, intensive care requirement, postoperative complications, and prolonged hospitalization in emergency department, intensive care, perioperative, infectious, cardiovascular, respiratory, gastrointestinal, trauma, and oncological settings.
The analysis will show how dynamic machine learning models, unlike static scores, use vital signs, lab trends, and unstru-ctured machine learning data to detect deterioration hours before clinical decompensation, suggesting that analytics can transform oncology intensive care unit care, balancing aggressive treatments...
P. Sirohiya, P. Maurya, Sakshi Arora et al.· World Journal of Critical Ca...· 0 citations
OBJECTIVES
To systematically evaluate the associations of albumin-based biomarkers, including the C-reactive protein-to-albumin ratio (CAR/hsCAR), neutrophil percentage-to-albumin ratio (NPAR), lactate-to-albumin ratio (LAR), and C-reactive protein-albumin-lymphocyte (CALLY) index, with mortality and major adverse card...
Yan-Wu Yang, Li Gao, Yan Zhang et al.· Journal of the American Medi...· 0 citations
Abstract Lactate is frequently measured in patients with acute kidney injury (AKI), but its interpretation remains challenging because circulating lactate reflects systemic metabolic stress rather than kidney injury. Although elevated lactate levels are associated with adverse outcomes in critically ill patients with A...
Older patients account for a growing share of emergency department (ED) visits with heterogeneous risk that conventional triage does not capture. The Clinical Frailty Scale (CFS) reflects baseline reserve and the C-reactive protein-to-albumin ratio (CAR) reflects acute inflammatory–nutritional stress. Whether com...
S. Bae, Dong-Hoon Lee, H. Chung et al.· BMC Geriatrics· 0 citations
Aim: Ileus is a common surgical emergency with a heterogeneous course and early identification of patients at risk of an adverse outcome is difficult. We aimed to evaluate the combined prognostic value of inflammation- and nutrition-based biomarkers in patients hospitalized for ileus and to test whether their importanc...
M. F. Keyif, F. Bolat· Sağlık Bilimlerinde Değer· 0 citations
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