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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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Bibliografische gegevens
Gepubliceerd in:Proc Mach Learn Res
Hoofdauteurs: Bergquist, Savannah L., Brooks, Gabriel A., Keating, Nancy L., Landrum, Mary Beth, Rose, Sherri
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6287925/
https://ncbi.nlm.nih.gov/pubmed/30542673
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