Preprint
Aug 2026
ATHENA: Knowledge-guided agentic neural architecture search for AutoFormer-based electronic health record modeling
This study proposes ATHENA (Agentic Transfer across Hospitals for EHR Neural Architecture Search), a knowledge-guided agentic NAS framework for Transformer-based EHR modeling that provides a practical approach for reducing manual architecture tuning in Transformer-based EHR modeling.
De-Yi Li, Qi Xu, Ling-Yao Li et al.
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