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October 3, 2025F1000ResearchOpen Access

Neutrophil Lymphocyte Ratio for Assessing Severity of Acute Pancreatitis

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Authors

USUmer ShabbirBahria University RARashid AliNorthern University ZBZubair BashirJohns Hopkins University

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Implication

Retrospective analysis assesses neutrophil-to-lymphocyte ratio and its correlation with acute pancreatitis severity, indicating its clinical relevance.

Key Points

NLR is significantly elevated in severe acute pancreatitis, enhancing early severity prediction to reduce adverse outcomes.
In logistic regression, NLR is a strong independent predictor of acute pancreatitis severity with an odds ratio of 2.43.
Machine learning models demonstrated superior performance in predicting acute pancreatitis severity, with XGBoost achieving an F1-score of 0.91.
The study utilizes NHANES data, indicating the potential for scalable approaches in clinical decision-making frameworks.

Cite This Study

Shabbir et al. (2025) studied this question.

synapsesocial.com/papers/68e02f40f0e39f13e7fa2859 https://doi.org/10.12688/f1000research.170009.1

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Implication

Retrospective analysis assesses neutrophil-to-lymphocyte ratio and its correlation with acute pancreatitis severity, indicating its clinical relevance.

Neutrophil Lymphocyte Ratio for Assessing Severity of Acute Pancreatitis

Discussion

Member takes

Implication

Key Points

Cite This Study

Neutrophil Lymphocyte Ratio for Assessing Severity of Acute Pancreatitis

Discussion

Member takes

Implication

Key Points

Cite This Study

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