Artificial intelligence in medicineHumansElectronic Health RecordsClinical CodingNatural Language ProcessingDeep Learning
Deformable phrase level attention: A flexible approach for improving AI based medical coding.
Christoph Metzner, Shang Gao, Drahomira Herrmannova, John Gounley, Heidi A Hanson
Published: 202610.1016/j.artmed.2025.103299
Abstract
OBJECTIVE: Improving the AI-driven automated medical encoding of clinical text plays a vital role in gathering information on the occurrence of diseases to improve population-level health. This work presents a novel attention mechanism designed to en…
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