Fig. 1From: Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR dataThe workflow of our analysis: Medical codes such as ICD-10 diagnosis codes (e.g., I50.23), VA drug codes (e.g., CV701), and procedure codes (e.g., 80076) were collected along with lab test values to predict whether the patients were potentially in need of heart failure advanced therapiesBack to article page