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Classifying Lung Cancer Severity with Ensemble Machine Learning in Health Care Claims Data

Research in oncology quality of care and health outcomes has been limited by the difficulty of identifying cancer stage in health care claims data. Using linked cancer registry and Medicare claims data, we develop a tool for classifying lung cancer patients receiving chemotherapy into early vs. late...

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Detalhes bibliográficos
Publicado no:Proc Mach Learn Res
Main Authors: Bergquist, Savannah L., Brooks, Gabriel A., Keating, Nancy L., Landrum, Mary Beth, Rose, Sherri
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6287925/
https://ncbi.nlm.nih.gov/pubmed/30542673
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