Publications by authors named "Shufan Guo"
Article Synopsis
- Accurate differentiation between bacterial and viral pharyngitis is crucial for targeted treatment and reducing unnecessary antibiotic use, with data analyzed from 197 patients out of a cohort of 693.
- The study utilized machine learning algorithms, highlighting the Monocyte-to-Lymphocyte Ratio as a key biomarker for bacterial infections, while identifying distinct inflammatory patterns.
- An innovative high-accuracy Lasso Regression model was adapted for the TI-84 calculator, achieving an impressive AUC of 0.94, enabling real-time infection probability assessments based on lab parameters.
