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cs.LG2026
xMICD: Explainable Representation of Multiple ICD Codes
Pat Vatiwutipong, Kumkup Keeratisiwakul, Albert Phuoc Kien Van Truong +4
Electronic Health Records (EHRs) are widely used for clinical risk prediction using machine learning. International Classification of Diseases (ICD) codes provide structured inform…
cs.LG2025
From Features to Graphs: Exploring Graph Structures and Pairwise Interactions via GNNs
Phaphontee Yamchote, Saw Nay Htet Win, Chainarong Amornbunchornvej +1
Feature interaction is crucial in predictive machine learning models, as it captures the relationships between features that influence model performance. In this work, we focus on…