Beyond pixels: Zero-shot classification of chest X-ray reports via prompt engineering and LLMs
Accurately extracting structured clinical labels from unstructured chest radiology reports, particularly the MIMIC-CXR dataset, is critical for robust Clinical Decision Support Systems. However, conventional supervised deep learning faces major challenges: reliance on expert-annotated datasets, whic...
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| Principais autores: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Elsevier
2026-02-01
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| Colecção: | Alexandria Engineering Journal |
| Assuntos: | |
| Acesso em linha: | http://www.sciencedirect.com/science/article/pii/S1110016826000402 |
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