Yüklüyor......

Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes

We propose a novel approach for ICU patient risk stratification by combining the learned “topic” structure of clinical concepts (represented by UMLS codes) extracted from the unstructured nursing notes with physiologic data (from SAPS-I) for hospital mortality prediction. We used Hierarchical Dirich...

Ful tanımlama

Kaydedildi:
Detaylı Bibliyografya
Asıl Yazarlar: Lehman, Li-wei, Saeed, Mohammed, Long, William, Lee, Joon, Mark, Roger
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: American Medical Informatics Association 2012
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3540429/
https://ncbi.nlm.nih.gov/pubmed/23304322
Etiketler: Etiketle
Etiket eklenmemiş, İlk siz ekleyin!