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EPPC-OASIS: Ontology-Aware Adaptation and Structured Inference Refinement for Electronic Patient-Provider Communication Mining in Secure Messages

arXiv cs.AI · 2026-05-26 Cached

This paper introduces EPPC-OASIS, an ontology-aware adaptation method for extracting structured communication behaviors from secure patient-provider messages. The approach combines Wasserstein alignment during fine-tuning with inference refinement procedures, achieving modest improvements over baselines on a de-identified corpus.

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