Fig. 2: Comprehensive evaluation of model performance and predictor impact.
From: AI prediction model for endovascular treatment of vertebrobasilar occlusion with atrial fibrillation
a Comparative Analysis of Model Performance Indices. This figure presents a comparative analysis of two generalized linear models (GLMs), referred to as Model 1 and Model 2, evaluated across diverse performance indices. It aids in identifying the optimal model by striking a balance between predictive accuracy and model complexity. b Model Comparison of Predictor Odds Ratios. The bar chart compares the odds ratios (OR) of predictors in two logistic regression models: a simplified model (Model 1) and a full model (Model 2). ASITN/SIR American Society of Interventional and Therapeutic Neuroradiology score, EOT Time from estimated occlusion to groin puncture, NIHSS National Institutes of Health Stroke Scale score, PC-ASPECTS Posterior circulation Alberta Stroke Program Early CT Score, sICH Symptomatic Intracerebral Hemorrhage.
