BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare

Yanchao Tan; Hang Lv; Yunfei Zhan; Guofang Ma; Bo Xiong; Carl Yang

2025 ICML ICML 2025

BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Yanchao Tan, Hang Lv, Yunfei Zhan, Guofang Ma, Bo Xiong, Carl Yang

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Application Areas > Domain Adaptation Natural Language Processing > Resources & Methods > Large Language Models

Keywords

few-shot learning box embedding ehr-driven hierarchical structures evolve-and-memorize patient box learning mechanism ontology-driven hierarchical structures volume-based similarity measurement

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