Integrating patient-level knowledge graphs into the PLM-ICD model improves ICD-9 coding Macro-F1 by up to 3.2% on MIMIC-III while adding explainability.
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Structured Information Matters: Explainable ICD Coding with Patient-Level Knowledge Graphs
Integrating patient-level knowledge graphs into the PLM-ICD model improves ICD-9 coding Macro-F1 by up to 3.2% on MIMIC-III while adding explainability.