LINKO integrates multiple medical ontologies with dual-axis graph propagation and LLM-based initialization, improving diagnosis prediction on MIMIC-III and MIMIC-IV.
In Proceedings of the Web Conference 2021
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Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation
LINKO integrates multiple medical ontologies with dual-axis graph propagation and LLM-based initialization, improving diagnosis prediction on MIMIC-III and MIMIC-IV.