Other content with the tag "SHAP".

Development and External Validation of a Machine Learning Model Based on Preoperative Nutritional Status for Predicting Acute Kidney Injury After Coronary Artery Bypass Grafting
May 20, 2026

This original research article investigates whether preoperative nutritional status can predict acute kidney injury (AKI) after coronary artery byp

Development and External Validation of a Machine Learning Model Based on Preoperative Nutritional Status for Predicting Acute Kidney Injury After Coronary Artery Bypass Grafting
April 3, 2026

This study shows that poor preoperative nutritional status—especially low PNI—is an independent predictor of acute kidney injury after CABG.

Using SHAP and LIME to Explain Machine Learning Models Predicting Comorbid Depression and Stroke From Daily Dietary Nutrient Intake in a US Population-Based Study
January 28, 2026

This population-based study used data from the US National Health and Nutrition Examination Survey (NHANES 2005–2018) to investigate how daily diet