End-to-end pipeline for automated heart failure diagnosis with clinical notes using SNOMED-CT
Abstract Diagnosis of heart failure is complex but crucial for patient outcomes and often hindered by the untapped potential of unstructured clinical notes. We introduce a novel end-to-end pipeline for heart failure diagnosis, leveraging electronic health records (EHR) and German clinical notes from...
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| Asıl Yazarlar: | , , , , , , , , , |
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| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Nature Portfolio
2026-04-01
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| Seri Bilgileri: | Scientific Reports |
| Online Erişim: | https://doi.org/10.1038/s41598-026-48771-1 |
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